Machine Learning

Authors:
Thomas M. Mitchell
Affiliations:
-
Venue:
Machine Learning
Year:
1997

Citing 0
Cited 2627

Learning probabilistically consistent linear threshold functions

COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Learning situation-dependent costs: improving planning from probabilistic robot execution

AGENTS '98 Proceedings of the second international conference on Autonomous agents
Increasing agent autonomy in dynamic environments

AGENTS '98 Proceedings of the second international conference on Autonomous agents
Programming by demonstration: an inductive learning formulation

IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
Rapid Concept Learning for Mobile Robots

Machine Learning - Special issue on learning in autonomous robots
Genetic programming applied to Othello: introducing students to machine learning research

SIGCSE '99 The proceedings of the thirtieth SIGCSE technical symposium on Computer science education
PETEEI: a PET with evolving emotional intelligence

Proceedings of the third annual conference on Autonomous Agents
Learning to remove Internet advertisements

Proceedings of the third annual conference on Autonomous Agents
Dynamically discovering likely program invariants to support program evolution

Proceedings of the 21st international conference on Software engineering
Mining the most interesting rules

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Visual classification: an interactive approach to decision tree construction

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A re-examination of text categorization methods

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Content-based retrieval from medical image databases: a synergy of human interaction, machine learning and computer vision

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Machine learning and data mining

Communications of the ACM
A flexible image search engine

MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
Toward adding knowledge to learning algorithms for indexing legal cases

ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
A reinforcement learning agent for personalized information filtering

Proceedings of the 5th international conference on Intelligent user interfaces
What do Constructive Learners Really Learn?

Artificial Intelligence Review
Data clustering: a review

ACM Computing Surveys (CSUR)
Iambic IBM AI: the palindrome discovery AI project

Proceedings of the thirty-first SIGCSE technical symposium on Computer science education
Machine learning in the liberal arts curriculum

Proceedings of the thirty-first SIGCSE technical symposium on Computer science education
Density biased sampling: an improved method for data mining and clustering

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Eddies: continuously adaptive query processing

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
The psychology of multimedia databases

DL '00 Proceedings of the fifth ACM conference on Digital libraries
Content-based book recommending using learning for text categorization

DL '00 Proceedings of the fifth ACM conference on Digital libraries
Reward maximization in a non-stationary mobile robot environment

AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Learning user's preferences by analyzing Web-browsing behaviors

AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Evolving intelligent text-based agents

AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Resource-bounded Relational Reasoning: Induction and Deduction Through Stochastic Matching

Machine Learning - Special issue on multistrategy learning
Machine Learning for Intelligent Processing of Printed Documents

Journal of Intelligent Information Systems - Special issue on methodologies for intelligent information systems
Credit Risk Assessment Using Statistical and MachineLearning: Basic Methodology and Risk Modeling Applications

Computational Economics - Computational Studies at Stanford
Extracting sentence segments for text summarization: a machine learning approach

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
An experimental comparison of naive Bayesian and keyword-based anti-spam filtering with personal e-mail messages

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Data selection for support vector machine classifiers

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Towards an effective cooperation of the user and the computer for classification

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
RuleViz: a model for visualizing knowledge discovery process

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Classification and visualization for high-dimensional data

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining solves tough semiconductor manufacturing problems

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Genome scale prediction of protein functional class from sequence using data mining

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Automating exploratory data analysis for efficient data mining

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Text Classification from Labeled and Unlabeled Documents using EM

Machine Learning - Special issue on information retrieval
BoosTexter: A Boosting-based Systemfor Text Categorization

Machine Learning - Special issue on information retrieval
Machine Learning for Information Extraction in Informal Domains

Machine Learning - Special issue on information retrieval
Adaptive Retrieval Agents: Internalizing Local Contextand Scaling up to the Web

Machine Learning - Special issue on information retrieval
Agent architecture: using Java exceptions in a nonstandard way and object oriented approach to evolution of intelligence

IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
High performance clustering based on the similarity join

Proceedings of the ninth international conference on Information and knowledge management
Improving automatic Chinese text categorization by error correction

IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
Rule-based video classification system for basketball video indexing

MULTIMEDIA '00 Proceedings of the 2000 ACM workshops on Multimedia
Personalization of search engine services for effective retrieval and knowledge management

ICIS '00 Proceedings of the twenty first international conference on Information systems
Mixed initiative interfaces for learning tasks: SMARTedit talks back

Proceedings of the 6th international conference on Intelligent user interfaces
Web mining research: a survey

ACM SIGKDD Explorations Newsletter
Understanding the crucial differences between classification and discovery of association rules: a position paper

ACM SIGKDD Explorations Newsletter
A Cognitive Bias Approach to Feature Selection and Weighting for Case-Based Learners

Machine Learning
Achievements and prospects of learning word morphology with inductive logic programming

Learning language in logic
Moving up the food chain: supporting e-commerce applications on databases

ACM SIGMOD Record
Bottom-Up Induction of Feature Terms

Machine Learning
Cascade Generalization

Machine Learning
On integrating catalogs

Proceedings of the 10th international conference on World Wide Web
Evolving robot behavior via interactive evolutionary computation: from real-world to simulation

Proceedings of the 2001 ACM symposium on Applied computing
Dynamically Discovering Likely Program Invariants to Support Program Evolution

IEEE Transactions on Software Engineering - Special issue on 1999 international conference on software engineering
Efficient reasoning

ACM Computing Surveys (CSUR)
Probe, count, and classify: categorizing hidden web databases

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Mining needle in a haystack: classifying rare classes via two-phase rule induction

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Evolving and messaging decision-making agents

Proceedings of the fifth international conference on Autonomous agents
Agents teaching agents to share meaning

Proceedings of the fifth international conference on Autonomous agents
Text categorization for multi-page documents: a hybrid naive Bayes HMM approach

Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
A framework for constructing features and models for intrusion detection systems

ACM Transactions on Information and System Security (TISSEC)
Learning procedural knowledge through observation

Proceedings of the 1st international conference on Knowledge capture
Finding scientific papers with homepagesearch and MOPS

SIGDOC '01 Proceedings of the 19th annual international conference on Computer documentation
Proximal support vector machine classifiers

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
PVA: a self-adaptive personal view agent system

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Text classification in a hierarchical mixture model for small training sets

Proceedings of the tenth international conference on Information and knowledge management
Automatic repairing of web wrappers

Proceedings of the 3rd international workshop on Web information and data management
Better client OFF time prediction to improve performance in web information systems

Proceedings of the 3rd international workshop on Web information and data management
An efficient profile-analysis framework for data-layout optimizations

POPL '02 Proceedings of the 29th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Machine learning in automated text categorization

ACM Computing Surveys (CSUR)
Detecting Faces in Images: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance comparisons of neural networks and machine learning techniques: a critical assessment of the methodology

New learning paradigms in soft computing
An effective document clustering method using user-adaptable distance metrics

Proceedings of the 2002 ACM symposium on Applied computing
Hyperrelations in version space

Proceedings of the 2002 ACM symposium on Applied computing
Learning the risk board game with classifier systems

Proceedings of the 2002 ACM symposium on Applied computing
Accelerated focused crawling through online relevance feedback

Proceedings of the 11th international conference on World Wide Web
A machine learning based approach for table detection on the web

Proceedings of the 11th international conference on World Wide Web
Upper Bounds for Error Rates of Linear Combinations of Classifiers

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Framework for Method-Specific Knowledge Compilation from Databases

Journal of Intelligent Information Systems
The Importance of Prior Probabilities for Entry Page Search

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive tools for the elderly: new devices to cope with age-induced cognitive disabilities

WUAUC'01 Proceedings of the 2001 EC/NSF workshop on Universal accessibility of ubiquitous computing: providing for the elderly
Data mining for process and quality control in the semiconductor industry

Data mining for design and manufacturing
Data mining by attribute decomposition with semiconductor manufacturing case study

Data mining for design and manufacturing
Method-specific knowledge compilation

Data mining for design and manufacturing
Concept of logical AI

Logic-based artificial intelligence
Integrated learning for interactive synthetic characters

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Machine learning and inductive logic programming for multi-agent systems

Mutli-agents systems and applications
Relational reinforcement learning

Mutli-agents systems and applications
Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class

IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic anomaly detection in online data sources

Proceedings of the 24th International Conference on Software Engineering
Topic-oriented collaborative crawling

Proceedings of the eleventh international conference on Information and knowledge management
Using conjunction of attribute values for classification

Proceedings of the eleventh international conference on Information and knowledge management
"GeoPlot": spatial data mining on video libraries

Proceedings of the eleventh international conference on Information and knowledge management
Personalized web search by mapping user queries to categories

Proceedings of the eleventh international conference on Information and knowledge management
COOLCAT: an entropy-based algorithm for categorical clustering

Proceedings of the eleventh international conference on Information and knowledge management
Automated discovery of concise predictive rules for intrusion detection

Journal of Systems and Software
A Survey of Optimization by Building and Using Probabilistic Models

Computational Optimization and Applications
Remarks on computational learning theory

Annals of Mathematics and Artificial Intelligence
Ant colony optimization and stochastic gradient descent

Artificial Life
The Connectionist Inductive Learning and Logic Programming System

Applied Intelligence
Progress in Intelligent Data Analysis

Applied Intelligence
Machine Learning on the Basis of Formal Concept Analysis

Automation and Remote Control
Rapid Concept Learning for Mobile Robots

Autonomous Robots
Predictive Software

Automated Software Engineering
Learning-based Intrasentence Segmentation for Efficient Translation of Long Sentences

Machine Translation
Collocation Dictionary Optimization Using WordNetand k-Nearest Neighbor Learning

Machine Translation
Implementation and Evaluation of Decision Trees with Rangeand Region Splitting

Constraints
On Issues of Instance Selection

Data Mining and Knowledge Discovery
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application

Data Mining and Knowledge Discovery
Teaching Context to Applications

Personal and Ubiquitous Computing
Automating the Construction of Internet Portals with Machine Learning

Information Retrieval
Empirical Studies Applied to Software Process Models

Empirical Software Engineering
Artificial evil and the foundation of computer ethics

Ethics and Information Technology
Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks

Genetic Programming and Evolvable Machines
IBIZA: E-market Infrastructure for Custom-built Information Products

Information Systems Frontiers
Inductive Learning with a Computational Network

Journal of Intelligent and Robotic Systems
Application of Machine Learning in Water Distribution Networks Assisted by Domain Experts

Journal of Intelligent and Robotic Systems
Donald Gillies, Artificial Intelligence and Scientific Method, Oxford: Oxford University Press, 1996, xiii + 176 pp., $65.00 (cloth), ISBN 0-19-875158-3, $21.95 (paper), ISBN 0-19-875159-1.

Minds and Machines
Toward cost-sensitive modeling for intrusion detection and response

Journal of Computer Security
User Intention Modeling in Web Applications Using Data Mining

World Wide Web
Bump hunting in high-dimensional data

Statistics and Computing
User Modeling for Personalized City Tours

Artificial Intelligence Review
Relational Reinforcement Learning

Machine Learning
Relational Learning with Statistical Predicate Invention: Better Models for Hypertext

Machine Learning
Unsupervised Learning of Word Segmentation Rules with Genetic Algorithms and Inductive Logic Programming

Machine Learning
An Analytic Center Machine

Machine Learning
Classifiers that approximate functions

Natural Computing: an international journal
Maximum entropy-based optimal threshold selection using deterministic reinforcement learning with controlled randomization

Signal Processing
Unifying metric approach to the triple parity

Artificial Intelligence
Mining e-mail content for author identification forensics

ACM SIGMOD Record
A perspective view and survey of meta-learning

Artificial Intelligence Review
Learning intelligent behavior in a non-stationary and partially observable environment

Artificial Intelligence Review
GeoVISTA studio: a codeless visual programming environment for geoscientific data analysis and visualization

Computers & Geosciences
On Clustering Validation Techniques

Journal of Intelligent Information Systems
PVA: A Self-Adaptive Personal View Agent

Journal of Intelligent Information Systems
Hidden Markov Models for Text Categorization in Multi-Page Documents

Journal of Intelligent Information Systems
Multiresolution Design of Aperture Operators

Journal of Mathematical Imaging and Vision
Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results

Machine Learning
Genetic Programming Experiments with Standard and Homologous Crossover Methods

Genetic Programming and Evolvable Machines
Predicting the Expected Behavior of Agents that Learn About Agents: The CLRI Framework

Autonomous Agents and Multi-Agent Systems
Teaching neural networks using LEGO handy board robots in an artificial intelligence course

SIGCSE '03 Proceedings of the 34th SIGCSE technical symposium on Computer science education
Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases

IEEE Transactions on Knowledge and Data Engineering
Clustering for Approximate Similarity Search in High-Dimensional Spaces

IEEE Transactions on Knowledge and Data Engineering
Text-Learning and Related Intelligent Agents: A Survey

IEEE Intelligent Systems
Emergent Semantics

IEEE Intelligent Systems
Interpreting microarray expression data using text annotating the genes

Information Sciences—Applications: An International Journal
QProber: A system for automatic classification of hidden-Web databases

ACM Transactions on Information Systems (TOIS)
A scalable, incremental learning algorithm for classification problems

Computers and Industrial Engineering
DIRECT: a system for mining data value conversion rules from disparate data sources

Decision Support Systems
Rough-fuzzy functions in classification

Fuzzy Sets and Systems
Combining evidence for automatic web session identification

Information Processing and Management: an International Journal - Issues of context in information retrieval
Knowledge discovery with second-order relations

Knowledge and Information Systems
Designing guide-path networks for automated guided vehicle system by using the Q-learning technique

Computers and Industrial Engineering
Rule extraction from decision trees with complex nominal data

Neural, Parallel & Scientific Computations
Converting numerical classification into text classification

Artificial Intelligence
Combination of multiple classifiers for the customer's purchase behavior prediction

Decision Support Systems - Special issue: Agents and e-commerce business models
Using a mixture of probabilistic decision trees for direct prediction of protein function

RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Feature selection on hierarchy of web documents

Decision Support Systems - Web retrieval and mining
Many-layered learning

Neural Computation
An inductive learning method for medical diagnosis

Pattern Recognition Letters
Ontology Learning and Its Application to Automated Terminology Translation

IEEE Intelligent Systems
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decision Tree Learner

EMCL '01 Proceedings of the 12th European Conference on Machine Learning
The Evaluation of Predictive Learners: Some Theoretical and Empirical Results

EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Learning to Play a Highly Complex Game from Human Expert Games

ECML '02 Proceedings of the 13th European Conference on Machine Learning
RIONA: A Classifier Combining Rule Induction and k-NN Method with Automated Selection of Optimal Neighbourhood

ECML '02 Proceedings of the 13th European Conference on Machine Learning
Athena: Mining-Based Interactive Management of Text Database

EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Software as Learning: Quality Factors and Life-Cycle Revised

FASE '00 Proceedings of the Third Internationsl Conference on Fundamental Approaches to Software Engineering: Held as Part of the European Joint Conferences on the Theory and Practice of Software, ETAPS 2000
MonitoringKnowledge Acquisition Instead of Evaluating Knowledge Bases

EKAW '00 Proceedings of the 12th European Workshop on Knowledge Acquisition, Modeling and Management
Belief Revision by Lamarckian Evolution

Proceedings of the EvoWorkshops on Applications of Evolutionary Computing
Generating Logic Descriptions for the Automated Interpretation of Topographic Maps

GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
GA-Based Learning of kDNFns Boolean Formulas

ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
WebMath: A Web-Based ITS System

ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
Dealing with Imperfect Data by RS-ILP

Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Learning XML Grammars

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics

PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
A Linear-Bayes Classifier

IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
L-VIBRA: Learning the VIBRA Architecture

IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
Automatic Text Summarization Using a Machine Learning Approach

SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Towards a Theory Revision Approach for the Vertical Fragmentation of Object Oriented Databases

SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Zoomed Ranking: Selection of Classification Algorithms Based on Relevant Performance Information

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Sampling Strategies for Targeting Rare Groups from a Bank Customer Database

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Algorithm for Matching Sets of Time Series

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Identification of ECG Arrhythmias Using Phase Space Reconstruction

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Sentence Filtering for Information Extraction in Genomics, a Classification Problem

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Managing Uncertainty and Quality in the Classification Process

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
A Bayesian Regularization Method for the Probabilistic RBF Network

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Improving SMS Usability Using Bayesian Networks

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Separability Index in Supervised Learning

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Machine Learning for Sequential Data: A Review

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Focused Crawling Using Context Graphs

VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Evaluating options in a context

TARK '98 Proceedings of the 7th conference on Theoretical aspects of rationality and knowledge
A Rough Set-Aided System for Sorting WWW Bookmarks

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
The Intelligent Electronic Shopping System Based on Bayesian Customer Modeling

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Electronic Homework on the WWW

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Decision Queue Classifier for Supervised Learning Using Rotated Hyperboxes

IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
GAPS: A Genetic Programming System

COMPSAC '00 24th International Computer Software and Applications Conference
Adaptive Bayes

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Temporal Probabilistic Concepts from Heterogeneous Data Sequences

Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Learning in Clausal Logic: A Perspective on Inductive Logic Programming

Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part I
Higher-Order Computational Logic

Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part I
Bayesian Information Reward

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Modelling the Acquisition of Colour Words

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Characterizing Web Service Substitutivity with Combined Deductive and Inductive Engines

ADVIS '02 Proceedings of the Second International Conference on Advances in Information Systems
Multi-modal Reasoning in Diabetic Patient Management

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Efficient Instance Retraction

AIMSA '02 Proceedings of the 10th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Structured Features from Concept Lattices for Unsupervised Learning and Classification

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Fast Algorithm for Hierarchical Text Classification

DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries

DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Determining the Convex Hull in Large Multidimensional Databases

DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
User Preference Mining through Collaborative Filtering and Content Based Filtering in Recommender System

EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
The Role of Semantic Relevance in Dynamic User Community Management and the Formulation of Recommendations

CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering
Database Schema Matching Using Machine Learning with Feature Selection

CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering
Relational Reinforcement Learning

EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
Machine Learning and Inductive Logic Programming for Multi-agent Systems

EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
Entropy-Based vs. Similarity-Influenced: Attribute Selection Methods for Dialogs Tested on Different Electronic Commerce Domains

ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Some Possibilities of Improving the CORA Classification Algorithm

Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Bootstrapping Case Base Development with Annotated Case Summaries

ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Precision and Recall in Interactive Case-Based Reasoning

ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs

ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Extraction of Fuzzy Rules Using Sensibility Analysis in a Neural Network

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
A Scalable and Efficient Probabilistic Information Retrieval and Text Mining System

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Learning Complex Action Patterns with CRGST

ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management

IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
A Useful Intrusion Detection System Prototype to Monitor Multi-processes Based on System Calls

ICICS '01 Proceedings of the Third International Conference on Information and Communications Security
LDL-Mine: Integrating Data Mining with Intelligent Query Answering

JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
Bayesian Learning for Image Retrieval Using Multiple Features

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Nonmonotonic Inductive Logic Programming

LPNMR '01 Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning
XCS and the Monk's Problems

Learning Classifier Systems, From Foundations to Applications
A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool

IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning

MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Formalism for Building Causal Polytree Structures Using Data Distributions

ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
STAR - Sparsity through Automated Rejection

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
On Applying Supervised Classification Techniques in Medicine

ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Refining the Knowledge Base 0f an Otoneurological Expert System

ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Data Mining Applied to Irrigation Water Management

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Rough Neurocomputing Based on Hierarchical Classifiers

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Concept Learning with Approximation: Rough Version Spaces

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Making Knowledge Extraction and Reasoning Closer

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Mining Optimal Class Association Rule Set

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
A Scalable Algorithm for Rule Post-pruning of Large Decision Trees

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Direct Domain Knowledge Inclusion in the PA3 Rule Induction Algorithm

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Evaluation of Techniques for Classifying Biological Sequences

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Stochastic Gradient Descent Localisation in Quadruped Robots

RoboCup 2001: Robot Soccer World Cup V
Path-Tracking Control of Non-holonomic Car-Like Robot with Reinforcement Learning

RoboCup-99: Robot Soccer World Cup III
Sharif-Arvand Simulation Team

RoboCup 2000: Robot Soccer World Cup IV
Autoplex: Automated Discovery of Content for Virtual Databases

CooplS '01 Proceedings of the 9th International Conference on Cooperative Information Systems
A Defeasible Ontology Language

On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
A Proposal for Meta-Learning Through a Multi-Agent System

Revised Papers from the International Workshop on Infrastructure for Multi-Agent Systems: Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems
Learning and Rewriting in Fuzzy Rule Graphs

AGTIVE '99 Proceedings of the International Workshop on Applications of Graph Transformations with Industrial Relevance
Learning User Preferences in Multi-agent System

CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
Feature Extraction for the k-Nearest Neighbour Classifier with Genetic Programming

EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Privacy Preserving Data Mining

CRYPTO '00 Proceedings of the 20th Annual International Cryptology Conference on Advances in Cryptology
Integrating Vocabularies: Discovering and Representing Vocabulary Maps

ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework

PorTAL '02 Proceedings of the Third International Conference on Advances in Natural Language Processing
Information Mining: Applications in Image Processing

SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics
Generation of Management Rules through System Dynamics and Evolutionary Computation

PROFES '02 Proceedings of the 4th International Conference on Product Focused Software Process Improvement
Sequence Learning in the ACT-R Cognitive Architecture: Empirical Analysis of a Hybrid Model

Sequence Learning - Paradigms, Algorithms, and Applications
Call Admission Control for Multimedia Cellular Networks Using Neuro-dynamic Programming

NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
3D Shape Histograms for Similarity Search and Classification in Spatial Databases

SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
TEA: A Text Analysis Tool for the Intelligent Text Document Filtering

TDS '00 Proceedings of the Third International Workshop on Text, Speech and Dialogue
Recovering High-Level Structure of Software Systems Using a Minimum Description Length Principle

AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Typical Example Selection for Learning Classifiers

AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Interact: A Staged Approach to Customer Service Automation

AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
METIORE: A Personalized Information Retrieval System

UM '01 Proceedings of the 8th International Conference on User Modeling 2001
SAT Based Abstraction-Refinement Using ILP and Machine Learning Techniques

CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
A Machine Learning Algorithm Based on Supervised Clustering and Classification

AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology
Sharper Bounds for the Hardness of Prototype and Feature Selection

ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
Improved Dataset Characterisation for Meta-learning

DS '02 Proceedings of the 5th International Conference on Discovery Science
Email Categorization Using Fast Machine Learning Algorithms

DS '02 Proceedings of the 5th International Conference on Discovery Science
A Computational Model for Children's Language Acquisition Using Inductive Logic Programming

Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Version Space Learning with DNA Molecules

DNA8 Revised Papers from the 8th International Workshop on DNA Based Computers: DNA Computing
Iterative Naive Bayes

DS '99 Proceedings of the Second International Conference on Discovery Science
Divide and Conquer Machine Learning for a Genomics Analogy Problem (Progress Report)

DS '01 Proceedings of the 4th International Conference on Discovery Science
A ``Top-Down and Prune'' Induction Scheme for Constrained Decision Committees

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Data-Driven Theory Refinement Using KBDistAl

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Rule Evaluation Measures: A Unifying View

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Combining LAPIS and WordNet for Learning of LR Parsers with Optimal Semantic Constraints

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions

ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
Analysis of a Fusion Method for Combining Marginal Classifiers

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Genetic Programming for Improved Receiver Operating Characteristics

MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Quantifying Privacy Leakage through Answering Database Queries

ISC '02 Proceedings of the 5th International Conference on Information Security
To Collect or Not to Collect? Machine Learning for Memory Management

Proceedings of the 2nd Java Virtual Machine Research and Technology Symposium
Using a Learning Agent with a Student Model

ITS '98 Proceedings of the 4th International Conference on Intelligent Tutoring Systems
Understandable Learner Models for a Sensorimotor Control Task

ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
METIOREW: An Objective Oriented Content Based and Collaborative Recommending System

Revised Papers from the nternational Workshops OHS-7, SC-3, and AH-3 on Hypermedia: Openness, Structural Awareness, and Adaptivity
User Modeling for Efficient Use of Multimedia Files

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers

NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Concordancing Revised or How to Aid the Recognition of New Senses in Very Large Corpora

NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Boosting Speech/Non-speech Classification Using Averaged Mel-Frequency Cepstrum Coefficients Features

PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Video Retrieval by Feature Learning in Key Frames

CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Genetic Programming with Local Improvement for Visual Learning from Examples

CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Robust Learning - Rich and Poor

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Toward a Computational Theory of Data Acquisition and Truthing

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
MISE: The MediaSys Image Search Engine

DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning

ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Morphosyntactic Tagging of Slovene Using Progol

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Applying Preference Biases to Conjunctive and Disjunctive Version Spaces

AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Combining Exploitation-Based and Exploration-Based Approach in Reinforcement Learning

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
A Personal Agent for Bookmark Classification

PRIMA 2001 Proceedings of the 4th Pacific Rim International Workshop on Multi-Agents, Intelligent Agents: Specification, Modeling, and Applications
Extracting User Profiles from E-mails Using the Set-Oriented Classifier

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
The Task Rehearsal Method of Life-Long Learning: Overcoming Impoverished Data

AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity

DS '01 Proceedings of the 4th International Conference on Discovery Science
Rough sets and boolean reasoning

Granular computing
Artificial intelligence for design

Formal engineering design synthesis
Iterative Bayes

Theoretical Computer Science
XML Semantics extension

Acta Cybernetica
On-line knowledge- and rule-based video classification system for video indexing and dissemination

Information Systems
Neural networks: a study in digit pattern classification

Journal of Computing Sciences in Colleges
Adaptive interfaces and agents

The human-computer interaction handbook
Automatic corpus-based tone and break-index prediction using K-ToBI representation

ACM Transactions on Asian Language Information Processing (TALIP)
A survey on wavelet applications in data mining

ACM SIGKDD Explorations Newsletter
Compromise candidates in positive goal scenarios

ICSAB Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats
A performance assessment of Bayesian networks as a predictor of breast cancer survival

Second international workshop on Intelligent systems design and application
Enhanced word clustering for hierarchical text classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A parallel learning algorithm for text classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Privacy preserving mining of association rules

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Interactive deduplication using active learning

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Construct robust rule sets for classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining newsgroups using networks arising from social behavior

WWW '03 Proceedings of the 12th international conference on World Wide Web
On the bursty evolution of blogspace

WWW '03 Proceedings of the 12th international conference on World Wide Web
Evolution of reinforcement learning in uncertain environments: a simple explanation for complex foraging behaviors

Adaptive Behavior
Structural extension to logistic regression: discriminative parameter learning of belief net classifiers

Eighteenth national conference on Artificial intelligence
Content-boosted collaborative filtering for improved recommendations

Eighteenth national conference on Artificial intelligence
Multidisciplinary contributions to knowledge discovery

Handbook of data mining and knowledge discovery
Types and forms of knowledge (patterns): decision trees

Handbook of data mining and knowledge discovery
Logic prespective on data and knowledge

Handbook of data mining and knowledge discovery
Rough sets perspective on data and knowledge

Handbook of data mining and knowledge discovery
Data mining tasks and methods: Subgroup discovery: deviation analysis

Handbook of data mining and knowledge discovery
Machine learning

Handbook of data mining and knowledge discovery
Fuzzy and rough sets

Handbook of data mining and knowledge discovery
Banking and finance

Handbook of data mining and knowledge discovery
D-Learning: what learning in dogs tells us about building characters that learn what they ought to learn

Exploring artificial intelligence in the new millennium
Interactive Improvisational Music Companionship: A User-Modeling Approach

User Modeling and User-Adapted Interaction
A System for Building Intelligent Agents that Learn to Retrieve and Extract Information

User Modeling and User-Adapted Interaction
A Movie Recommendation System—An Application of Voting Theory in User Modeling

User Modeling and User-Adapted Interaction
Application of rule induction and rough sets to verification of magnetic resonance diagnosis

Fundamenta Informaticae
Automated learning of model classifications

SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
Mining customer product ratings for personalized marketing

Decision Support Systems - Special issue: Web data mining
Diagram processing: computing with diagrams

Artificial Intelligence
Agent-based merchandise management in business-to-business electronic commerce

Decision Support Systems
Using text classification to predict the gene knockout behaviour of S. Cerevisiae

APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
An empirical comparison of supervised machine learning techniques in bioinformatics

APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Genetic Algorithm based Approach for Low Power Combinational Circuit Testing

VLSID '03 Proceedings of the 16th International Conference on VLSI Design
Guarding the next Internet frontier: countering denial of information attacks

Proceedings of the 2002 workshop on New security paradigms
Packet Scheduling Based on Learning in the Next Generation Internet Architectures

ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
The Automated Multidimensional Detective

INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Building a Visual Database for Example-based Graphics Generation

INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Question classification using support vector machines

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A comparative study on content-based music genre classification

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Selecting service providers from noisy reputations

AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Learning comprehensible theories from structured data

Advanced lectures on machine learning
Multi-class relevance feedback content-based image retrieval

Computer Vision and Image Understanding
Scaling properties of the Internet graph

Proceedings of the twenty-second annual symposium on Principles of distributed computing
An Analysis-Revision Cycle to Evolve Requirements Specifications

Proceedings of the 16th IEEE international conference on Automated software engineering
Belief revision via Lamarckian evolution

New Generation Computing
Evolutionary computation for evolutionary theory

Advances in evolutionary computing
Control of inductive bias in supervised learning using evolutionary computation: a wrapper-based approach

Data mining
Cooperative learning and virtual reality-based visualization for data mining

Data mining
Bayesian data mining and knowledge discovery

Data mining
Mining free text for structure

Data mining
Decision tree classifiers for computer intrusion detection

Real-time system security
On the classification and aggregation of hierarchies with different constitutive elements

Fundamenta Informaticae
Minimum Redundancy Feature Selection from Microarray Gene Expression Data

CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
References

Intelligent data analysis
Classification of Web Documents Using a Graph Model

ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms

Journal of Intelligent Information Systems
Cleaning and querying noisy sensors

WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
A fuzzy system for the web page representation

Intelligent exploration of the web
Intelligent Web agents that learn to retrieve and extract information

Intelligent exploration of the web
Web browsing using machine learning on text data

Intelligent exploration of the web
Restructuring decision tables for elucidation of knowledge

Data & Knowledge Engineering
Intrusion detection techniques for mobile wireless networks

Wireless Networks
MEGA---the maximizing expected generalization algorithm for learning complex query concepts

ACM Transactions on Information Systems (TOIS)
A hierarchical knowledge-based environment for linguistic modeling: models and iterative methodology

Fuzzy Sets and Systems - Theme: Learning and modeling
The case for TCP/IP puzzles

FDNA '03 Proceedings of the ACM SIGCOMM workshop on Future directions in network architecture
Learning rules and their exceptions

The Journal of Machine Learning Research
Minimal kernel classifiers

The Journal of Machine Learning Research
A divisive information theoretic feature clustering algorithm for text classification

The Journal of Machine Learning Research
Learning extension parameters in game-tree search

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Heuristic search and computer game playing III
Logistic regression and artificial neural network classification models: a methodology review

Journal of Biomedical Informatics
Finknn: a fuzzy interval number k-nearest neighbor classifier for prediction of sugar production from populations of samples

The Journal of Machine Learning Research
Preference elicitation via theory refinement

The Journal of Machine Learning Research
Relational learning as search in a critical region

The Journal of Machine Learning Research
Data Mining for Generating Predictive Models of Local Hydrology

Applied Intelligence
QSAR Modeling of Genotoxicity onNon-congeneric Sets of Organic Compounds

Artificial Intelligence Review
Conceptual Clustering of Heterogeneous GeneExpression Sequences

Artificial Intelligence Review
Bounding the effect of noise in multiobjective learning classifier systems

Evolutionary Computation
Metaqueries: semantics, complexity, and efficient algorithms

Artificial Intelligence
Dynamic semantic location modeling in mobile enterprise applications

ICEC '03 Proceedings of the 5th international conference on Electronic commerce
Measuring and managing the effectiveness of personalization

ICEC '03 Proceedings of the 5th international conference on Electronic commerce
The disputed federalist papers: SVM feature selection via concave minimization

Proceedings of the 2003 conference on Diversity in computing
Ontology extraction and conceptual modeling for web information

Information modeling for internet applications
Bayesian approach to sensor-based context awareness

Personal and Ubiquitous Computing
Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach

IEEE Transactions on Knowledge and Data Engineering
Enhancing Techniques for Efficient Topic Hierarchy Integration

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Direct Interesting Rule Generation

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Recognizing the relations between Web pages using artificial neural network

Proceedings of the 2003 ACM symposium on Applied computing
Mobile clinical support system for pediatric emergencies

Decision Support Systems
A visualization model of interactive knowledge discovery systems and its implementations

Information Visualization
Automated data-driven discovery of motif-based protein function classifiers

Information Sciences: an International Journal
A Unified Probabilistic Framework for Web Page Scoring Systems

IEEE Transactions on Knowledge and Data Engineering
Domain-Specific Web Search with Keyword Spices

IEEE Transactions on Knowledge and Data Engineering
Personalized Web Search For Improving Retrieval Effectiveness

IEEE Transactions on Knowledge and Data Engineering
Fine-grain web site structure discovery

WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Extracting semantics from data cubes using cube transversals and closures

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Passenger-based predictive modeling of airline no-show rates

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical and financial outcomes analysis with existing hospital patient records

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Navigating massive data sets via local clustering

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
On the complexity of schema inference from web pages in the presence of nullable data attributes

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Adding numbers to text classification

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Multi-resolution disambiguation of term occurrences

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Combining link-based and content-based methods for web document classification

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Supporting timeliness and accuracy in distributed real-time content-based video analysis

MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Supervised learning by means of accuracy-aware evolutionary algorithms

Information Sciences: an International Journal - Special issue: Evolutionary computation
Using an autonomous cube for basic navigation and input

Proceedings of the 5th international conference on Multimodal interfaces
Ubiquitous media agents: a framework for managing personally accumulated multimedia files

Multimedia Systems
Evaluation of key frame-based retrieval techniques for video

Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
A Compact and Accurate Model for Classification

IEEE Transactions on Knowledge and Data Engineering
A unified framework for model-based clustering

The Journal of Machine Learning Research
Nash q-learning for general-sum stochastic games

The Journal of Machine Learning Research
Nearest-Neighbours for Time Series

Applied Intelligence
Learning to Share Meaning in a Multi-Agent System

Autonomous Agents and Multi-Agent Systems
Simple Semantics in Topic Detection and Tracking

Information Retrieval
Law, learning and representation

Artificial Intelligence - Special issue on AI and law
Using background knowledge in case-based legal reasoning: a computational model and an intelligent learning environment

Artificial Intelligence - Special issue on AI and law
Center-based indexing in vector and metric spaces

Fundamenta Informaticae
Mining Informative Rule Set for Prediction

Journal of Intelligent Information Systems
Monitoring and diagnosis of a multistage manufacturing process using Bayesian networks

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Efficient text fingerprinting via Parikh mapping

Journal of Discrete Algorithms
Data mining issues and opportunities for building nursing knowledge

Journal of Biomedical Informatics - Special issue: Building nursing knowledge through infomatics: from concept representation to data mining
AutoBayes: a system for generating data analysis programs from statistical models

Journal of Functional Programming
Parallel hypothesis driven video content analysis

Proceedings of the 2004 ACM symposium on Applied computing
Ontology and rule based retrieval of sound objects in augmented audio reality system for museum visitors

Proceedings of the 2004 ACM symposium on Applied computing
Applying scheduling techniques to minimize the number of late jobs in workflow systems

Proceedings of the 2004 ACM symposium on Applied computing
Profile and context filtering of streaming data for a mobile personal assistant

Proceedings of the 2004 ACM symposium on Applied computing
Shape Understanding: Knowledge Generation and Learning

IEEE Transactions on Knowledge and Data Engineering
Optimal Ordered Problem Solver

Machine Learning
On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities

Management Science
Learning methods to combine linguistic indicators: improving aspectual classification and revealing linguistic insights

Computational Linguistics
Discovery of Context-Specific Ranking Functions for Effective Information Retrieval Using Genetic Programming

IEEE Transactions on Knowledge and Data Engineering
An intelligent hybrid model for chord prediction

Organised Sound
A Unifying Version-Space Representation

Annals of Mathematics and Artificial Intelligence
A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniques

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
An Analytical Approach to Concept Extraction in HTML Environments

Journal of Intelligent Information Systems
Learning Rules for Conceptual Structure on the Web

Journal of Intelligent Information Systems
Learning rules for information extraction

Natural Language Engineering
Detecting errors within a corpus using anomaly detection

NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Comparing in situ mRNA expression patterns of drosophila embryos

RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
On compositional modelling

The Knowledge Engineering Review
An overview of regression techniques for knowledge discovery

The Knowledge Engineering Review
A wavelet-based neuro-fuzzy system for data mining small image sets

ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Combining Intelligent Techniques for Sensor Fusion

Applied Intelligence
A Dynamically Tuned Sorting Library

Proceedings of the international symposium on Code generation and optimization: feedback-directed and runtime optimization
CrossMine: Efficient Classification Across Multiple Database Relations

ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Toward general-purpose learning for information extraction

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Process mining: a research agenda

Computers in Industry - Special issue: Process/workflow mining
Classification of Gene Expression Profile Using Combinatory Method of Evolutionary Computation and Machine Learning

Genetic Programming and Evolvable Machines
Improving linear classifier for Chinese text categorization

Information Processing and Management: an International Journal
Privacy preserving mining of association rules

Information Systems - Knowledge discovery and data mining (KDD 2002)
Towards a framework for approximate ontologies

Fundamenta Informaticae
Call admission control in cellular networks: a reinforcement learning solution

International Journal of Network Management
A Distribution Design Methodology for Object DBMS

Distributed and Parallel Databases
Web taxonomy integration using support vector machines

Proceedings of the 13th international conference on World Wide Web
Instance-Based Regression by Partitioning Feature Projections

Applied Intelligence
Functional Trees

Machine Learning
Toward a scoring function for quality-driven machine translation

COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Supporting Learning in Evolving Dynamic Environments

Computational & Mathematical Organization Theory
Decision-tree based error correction for statistical phrase break prediction in Korean

COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Machine learning for information architecture in a large governmental website

Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
A learning algorithm for the longest common subsequence problem

Journal of Experimental Algorithmics (JEA)
Using machine learning to design and interpret gene-expression microarrays

AI Magazine
Toward automated discovery in the biological sciences

AI Magazine
Artificial Immune Recognition System (AIRS): An Immune-Inspired Supervised Learning Algorithm

Genetic Programming and Evolvable Machines
Combining a rule-based expert system and machine learning in a simulated mobile robot control system

Design and application of hybrid intelligent systems
Wavelet filter for noise reduction and signal compression in an artificial nose

Design and application of hybrid intelligent systems
Dominant meanings classification model for web information

Design and application of hybrid intelligent systems
A Genetic Algorithm Based Method to Improve Image Segmentation

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Classification of Text Documents

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Learning the Human Face Concept from Black and White Images

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Adaptive java optimisation using instance-based learning

Proceedings of the 18th annual international conference on Supercomputing
Active learning for automatic classification of software behavior

ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
An interactive clustering-based approach to integrating source query interfaces on the deep Web

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Cost-based labeling of groups of mass spectra

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
MAIDS: mining alarming incidents from data streams

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
A study of the behavior of several methods for balancing machine learning training data

ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Web-page classification through summarization

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Web taxonomy integration through co-bootstrapping

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Clustering classifiers for knowledge discovery from physically distributed databases

Data & Knowledge Engineering
On the Morality of Artificial Agents

Minds and Machines
Learning to Decode Cognitive States from Brain Images

Machine Learning
Immune Memory and Gene Library Evolution in the Dynamic Clonal Selection Algorithm

Genetic Programming and Evolvable Machines
From devices to tasks: automatic task prediction for personalized appliance control

Personal and Ubiquitous Computing
Genetic wrappers for feature selection in decision tree induction and variable ordering in Bayesian network structure learning

Information Sciences: an International Journal - Special issue: Soft computing data mining
Interestingness of frequent itemsets using Bayesian networks as background knowledge

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to detect malicious executables in the wild

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Density-based spam detector

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Decision trees with minimal costs

ICML '04 Proceedings of the twenty-first international conference on Machine learning
A fast iterative algorithm for fisher discriminant using heterogeneous kernels

ICML '04 Proceedings of the twenty-first international conference on Machine learning
Extracting predicates from mining models for efficient query evaluation

ACM Transactions on Database Systems (TODS)
Version spaces and the consistency problem

Artificial Intelligence
A generic ranking function discovery framework by genetic programming for information retrieval

Information Processing and Management: an International Journal
QueryTracker: An Agent for Tracking Persistent Information Needs

AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
A Self-Tuning Method for One-Chip SNP Identification

CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Weighting Features to Recognize 3D Patterns of Electron Density in X-Ray Protein Crystallography

CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
AZuRE, a Scalable System for Automated Term Disambiguation of Gene and Protein Names

CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Towards the Application of Classification Techniques to Test and Identify Faults in Multimedia Systems

QSIC '04 Proceedings of the Quality Software, Fourth International Conference
Methods for evaluating and creating data quality

Information Systems - Special issue: Data quality in cooperative information systems
A Framework for the Initialization of Student Models in Web-based Intelligent Tutoring Systems

User Modeling and User-Adapted Interaction
Web-Based Knowledge Acquisition to Impute Missing Values for Classification

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Mining Online Deal Forums for Hot Deals

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Concept Learning of Text Documents

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Experimenting with music taste prediction by user profiling

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Review of "Learning Kernel Classifiers: Theory and Algorithms by Ralf Herbrich." MIT Press, Cambridge, Mass., 2002. ISBN 026208306X, 384 pages; and Review of "Learning with Kernels: Support Vector Machines, Regularization Optimization and Beyond by Bernhard Scholkopf and Alexander J. Smola." IT Press, Cambridge, Mass., 2002, ISBN 0262194759, 644 pages.

ACM SIGACT News
xAssist — Inferring User Goals from Observed Actions

BT Technology Journal
Bioinformatics—an introduction for computer scientists

ACM Computing Surveys (CSUR)
On the scaling of congestion in the internet graph

ACM SIGCOMM Computer Communication Review
Organizing structured web sources by query schemas: a clustering approach

Proceedings of the thirteenth ACM international conference on Information and knowledge management
The liberal media and right-wing conspiracies: using cocitation information to estimate political orientation in web documents

Proceedings of the thirteenth ACM international conference on Information and knowledge management
Stemming and lemmatization in the clustering of finnish text documents

Proceedings of the thirteenth ACM international conference on Information and knowledge management
Robust learning: rich and poor

Journal of Computer and System Sciences
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches

IEEE Transactions on Knowledge and Data Engineering
Artificial Neural Networks for Document Analysis and Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape-Based Recognition of Wiry Objects

IEEE Transactions on Pattern Analysis and Machine Intelligence
Self-regenerative software components

Proceedings of the 2003 ACM workshop on Survivable and self-regenerative systems: in association with 10th ACM Conference on Computer and Communications Security
A selective sampling approach to active feature selection

Artificial Intelligence
An adaptive k-nearest neighbor text categorization strategy

ACM Transactions on Asian Language Information Processing (TALIP)
Asymmetric multiagent reinforcement learning

Web Intelligence and Agent Systems
Saturated systems of homogeneous boxes and the logical analysis of numerical data

Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
Multi-Layer Hierarchical Clustering of Pedestrian Trajectories for Automatic Counting of People in Video Sequences

WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Comprehensive vertical sample-based KNN/LSVM classification for gene expression analysis

Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Induction of comprehensible models for gene expression datasets by subgroup discovery methodology

Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research
Randomized Variable Elimination

The Journal of Machine Learning Research
A critical review of multi-objective optimization in data mining: a position paper

ACM SIGKDD Explorations Newsletter
Pyro: A python-based versatile programming environment for teaching robotics

Journal on Educational Resources in Computing (JERIC)
Computer science and bioinformatics

Communications of the ACM - The disappearing computer
Semisupervised learning from different information sources

Knowledge and Information Systems
Concept extraction from legal cases: the use of a statistic of coincidence

ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Predicting outcomes of case based legal arguments

ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Relevant Data Expansion for Learning Concept Drift from Sparsely Labeled Data

IEEE Transactions on Knowledge and Data Engineering
Antipole Tree Indexing to Support Range Search and K-Nearest Neighbor Search in Metric Spaces

IEEE Transactions on Knowledge and Data Engineering
Automatic Development of an Abstract Context Model for an Intelligent Environment

PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
On the Bursty Evolution of Blogspace

World Wide Web
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish

Pattern Recognition Letters
Using automatically learnt verb selectional preferences for classification of biomedical terms

Journal of Biomedical Informatics - Special issue: Named entity recognition in biomedicine
On Discovery of Extremely Low-Dimensional Clusters Using Semi-Supervised Projected Clustering

ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Incorporating contextual information in recommender systems using a multidimensional approach

ACM Transactions on Information Systems (TOIS)
Representing Honey Bee Behavior for Recognition Using Human Trainable Models

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Approximation algorithms for array partitioning problems

Journal of Algorithms
An Architecture for Behavior-Based Reinforcement Learning

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Predicting human interruptibility with sensors

ACM Transactions on Computer-Human Interaction (TOCHI)
Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning

Artificial Intelligence Review
Rediscovering the analysis of interconnected decision areas

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Fast multi-level adaptation for interactive autonomous characters

ACM Transactions on Graphics (TOG)
Helping users avoid bugs in GUI applications

Proceedings of the 27th international conference on Software engineering
Adaptive filtering of advertisements on web pages

WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Extracting semantic structure of web documents using content and visual information

WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Supporting user-subjective categorization with self-organizing maps and learning vector quantization

Journal of the American Society for Information Science and Technology
Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis

Information Sciences—Informatics and Computer Science: An International Journal
A formal approach to using data distributions for building causal polytree structures

Information Sciences—Informatics and Computer Science: An International Journal
Composition and evaluation of trustworthy Web Services

BSN '05 Proceedings of the IEEE EEE05 international workshop on Business services networks
DM-AMS: employing data mining techniques for alert management

dg.o '05 Proceedings of the 2005 national conference on Digital government research
A framework for adaptive algorithm selection in STAPL

Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
Categorical data visualization and clustering using subjective factors

Data & Knowledge Engineering
Case based imprecision estimates for Bayes classifiers with the Bayesian bootstrap

Machine Learning
Comparing approaches to predict transmembrane domains in protein sequences

Proceedings of the 2005 ACM symposium on Applied computing
DrC4.5: Improving C4.5 by means of prior knowledge

Proceedings of the 2005 ACM symposium on Applied computing
Immunity-based intrusion detection system design, vulnerability analysis, and GENERTIA's genetic arms race

Proceedings of the 2005 ACM symposium on Applied computing
Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers

Machine Learning
Latent Classification Models

Machine Learning
Extracted global structure makes local building block processing effective in XCS

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Exploiting gradient information in numerical multi--objective evolutionary optimization

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Efficient credit assignment through evaluation function decomposition

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Molecular programming: evolving genetic programs in a test tube

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An overview of methods and tools for ontology learning from texts

The Knowledge Engineering Review
Frequent Substructure-Based Approaches for Classifying Chemical Compounds

IEEE Transactions on Knowledge and Data Engineering
Data Mining for Case-Based Reasoning in High-Dimensional Biological Domains

IEEE Transactions on Knowledge and Data Engineering
General C-Means Clustering Model

IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Trust-Based Context-Aware Access Control Model for Web-Services

Distributed and Parallel Databases
A system for document markup and organisation

ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
Using language and translation models to select the best among outputs from multiple MT systems

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Mapping lexical entries in a verbs database to WordNet senses

ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Learning optimal dialogue management rules by using reinforcement learning and inductive logic programming

NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Automating XML markup of text documents

NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge

Journal of Biomedical Informatics
Part-of-speech tagging based on hidden Markov model assuming joint independence

ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
OCFS: optimal orthogonal centroid feature selection for text categorization

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
Layering and heterogeneity as design principles for animated embedded agents

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
MALESAbrain for Problem-Based Learning in IT Education

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Predicting Students' Marks in Hellenic Open University

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Evaluating implicit feedback models using searcher simulations

ACM Transactions on Information Systems (TOIS)
Evolving rule-based systems in two medical domains using genetic programming

Artificial Intelligence in Medicine
Supporting terminal mobility by means of self-adaptive communication object migration

Proceedings of the 3rd ACM international workshop on Wireless mobile applications and services on WLAN hotspots
Quantifying eavesdropping vulnerability in sensor networks

DMSN '05 Proceedings of the 2nd international workshop on Data management for sensor networks
A Novel Interface for Higher-Dimensional Classification of Volume Data

Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
VISTA: validating and refining clusters via visualization

Information Visualization
Nearest neighbour approach in the least-squares data imputation algorithms

Information Sciences: an International Journal
Sampling-based sequential subgroup mining

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Cross-relational clustering with user's guidance

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Learning to predict train wheel failures

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
LIPED: HMM-based life profiles for adaptive event detection

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Privacy-preserving distributed k-means clustering over arbitrarily partitioned data

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
An integrated framework on mining logs files for computing system management

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A multinomial clustering model for fast simulation of computer architecture designs

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Using association rules to make rule-based classifiers robust

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
An intelligent agent approach for teaching neural networks using LEGO® handy board robots

Journal on Educational Resources in Computing (JERIC) - Special issue on robotics in undergraduate education. Part 2
Content-based routing: different plans for different data

VLDB '05 Proceedings of the 31st international conference on Very large data bases
Prediction cubes

VLDB '05 Proceedings of the 31st international conference on Very large data bases
On Combining Classifier Mass Functions for Text Categorization

IEEE Transactions on Knowledge and Data Engineering
FEDNETS: Context-Aware Ad-Hoc Network Federations

Wireless Personal Communications: An International Journal
Next generation knowledge management

BT Technology Journal
Decision tree learning with fuzzy labels

Information Sciences—Informatics and Computer Science: An International Journal
An interface for real-time classification of articulations produced by violin bowing

NIME '03 Proceedings of the 2003 conference on New interfaces for musical expression
Optimization of word alignment clues

Natural Language Engineering
Resource management in 3G networks using case-based reasoning

MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
E-commerce intelligent agent: personalization travel support agent using Q Learning

ICEC '05 Proceedings of the 7th international conference on Electronic commerce
Mining logs files for data-driven system management

ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Mining relational databases with multi-view learning

MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Interactive global illumination in dynamic participating media using selective photon tracing

Proceedings of the 21st spring conference on Computer graphics
Increasing the power of uniform inductive learners

Journal of Computer and System Sciences - Special issue on COLT 2002
Learning to crawl: Comparing classification schemes

ACM Transactions on Information Systems (TOIS)
A capability maturity model for knowledge-based decisionmaking

Information-Knowledge-Systems Management
Spatial bayesian learning algorithms for geographic information retrieval

Proceedings of the 13th annual ACM international workshop on Geographic information systems
Learning Users' Interests by Quality Classification in Market-Based Recommender Systems

IEEE Transactions on Knowledge and Data Engineering
A new scheme on link quality prediction and its applications to metric-based routing

Proceedings of the 3rd international conference on Embedded networked sensor systems
Thesis: relational inductive learning with a hybrid evolutionary algorithm

AI Communications
Autonomous virtual agents learning a cognitive model and evolving

Lecture Notes in Computer Science
Mining officially unrecognized side effects of drugs by combining web search and machine learning

Proceedings of the 14th ACM international conference on Information and knowledge management
SensEye: a multi-tier camera sensor network

Proceedings of the 13th annual ACM international conference on Multimedia
Learning, anticipation and time-deception in evolutionary online dynamic optimization

GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Learning to rank using gradient descent

ICML '05 Proceedings of the 22nd international conference on Machine learning
Discriminative versus generative parameter and structure learning of Bayesian network classifiers

ICML '05 Proceedings of the 22nd international conference on Machine learning
Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning

ICML '05 Proceedings of the 22nd international conference on Machine learning
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection

Genetic Programming and Evolvable Machines
Learning Subjective Language

Computational Linguistics
Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues

IEEE Transactions on Pattern Analysis and Machine Intelligence
Improving Automatic Query Classification via Semi-Supervised Learning

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Compositional Syntax From Cultural Transmission

Artificial Life
An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data

IEEE Transactions on Knowledge and Data Engineering
Supervised learning of an abstract context model for an intelligent environment

Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
The Synergy Between PAV and AdaBoost

Machine Learning
Emergence of Cooperation: State of the Art

Artificial Life
A Machine Learning Evaluation of an Artificial Immune System

Evolutionary Computation
Self-improving algorithms

SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach

Computational Linguistics
Detecção de padrões repetitivos em seqüências de ações sobre ruído em aplicações por demonstração

CLIHC '05 Proceedings of the 2005 Latin American conference on Human-computer interaction
A Musical Learning Algorithm

Computer Music Journal
Protocols from perceptual observations

Artificial Intelligence - Special volume on connecting language to the world
Extraction of meaningful tables from the internet using decision trees

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Proposition of the quality measure for the probabilistic decision support system

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Classifying free-text triage chief complaints into syndromic categories with natural languages processing

Artificial Intelligence in Medicine
Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments

Information Retrieval
Classification of ophthalmologic images using an ensemble of classifiers

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Comparison of extreme learning machine with support vector machine for text classification

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Inductive logic programming for corpus-based acquisition of semantic lexicons

ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Facial Attractiveness: Beauty and the Machine

Neural Computation
Learning computational grammars

ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Learning to identify animate references

ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
A Study of Structural and Parametric Learning in XCS

Evolutionary Computation
Dialogue act recognition with Bayesian networks for Dutch dialogues

SIGDIAL '02 Proceedings of the 3rd SIGdial workshop on Discourse and dialogue - Volume 2
Tagging gene and protein names in full text articles

BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
The form is the substance: classification of genres in text

HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
A hybrid approach to natural language web search

EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Two-dimensional clustering for text categorization

COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
A hybrid text classification approach for analysis of student essays

HLT-NAACL-EDUC '03 Proceedings of the HLT-NAACL 03 workshop on Building educational applications using natural language processing - Volume 2
ProAlign: shared task system description

HLT-NAACL-PARALLEL '03 Proceedings of the HLT-NAACL 2003 Workshop on Building and using parallel texts: data driven machine translation and beyond - Volume 3
Unsupervised learning of word sense disambiguation rules by estimating an optimum iteration number in the EM algorithm

CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Discovery of manner relations and their applicability to Question Answering

MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Maximum entropy models for FrameNet classification

EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Stabilisation diagrams: pole identification using fuzzy clustering techniques

Advances in Engineering Software - Selected papers from civil-comp 2003 and AlCivil-comp 2003
Robust Formulations for Training Multilayer Perceptrons

Neural Computation
A Unified View on Clustering Binary Data

Machine Learning
Teaching robots by moulding behavior and scaffolding the environment

Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
A data mining course for computer science: primary sources and implementations

Proceedings of the 37th SIGCSE technical symposium on Computer science education
Justification as truth-finding efficiency: how Ockham's Razor works

Minds and Machines - Machine learning as experimental philosophy of science
Discovery of empirical theories based on the measurement theory

Minds and Machines - Machine learning as experimental philosophy of science
A study on automatic ontology mapping of categorical information

dg.o '03 Proceedings of the 2003 annual national conference on Digital government research
Ant colony optimization theory: a survey

Theoretical Computer Science
PersonalSoundtrack: context-aware playlists that adapt to user pace

CHI '06 Extended Abstracts on Human Factors in Computing Systems
Pedagogical possibilities for the dice game pig

Journal of Computing Sciences in Colleges
Test-Cost Sensitive Classification on Data with Missing Values

IEEE Transactions on Knowledge and Data Engineering
Nearest Neighbors by Neighborhood Counting

IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Discovery and the Generalization of Strong Jumping Emerging Patterns for Building Compact and Accurate Classifiers

IEEE Transactions on Knowledge and Data Engineering
Efficient Classification across Multiple Database Relations: A CrossMine Approach

IEEE Transactions on Knowledge and Data Engineering
Exploiting structural information for semi-structured document categorization

Information Processing and Management: an International Journal
Classification using Hierarchical Naïve Bayes models

Machine Learning
Classification-based objective functions

Machine Learning
Learning inexpensive parametric design models using an augmented genetic programming technique

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A supervised learning approach for routing optimizations in wireless sensor networks

REALMAN '06 Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality
Rapid development of knowledge-based systems via integrated knowledge acquisition

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Managing déjà vu: Collection building for the identification of nonidentical duplicate documents

Journal of the American Society for Information Science and Technology - Research Articles
Combining metric and topological navigation of simulated robots

Acta Cybernetica
A resource management and fault tolerance services in grid computing

Journal of Parallel and Distributed Computing - Special issue: Design and performance of networks for super-, cluster-, and grid-computing: Part II
Being proactive -- analytics for predicting customer actions

BT Technology Journal
Geographically focused collaborative crawling

Proceedings of the 15th international conference on World Wide Web
A comparison of implicit and explicit links for web page classification

Proceedings of the 15th international conference on World Wide Web
Power-Efficient Access-Point Selection for Indoor Location Estimation

IEEE Transactions on Knowledge and Data Engineering
An implicit feedback approach for interactive information retrieval

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining

Computational Optimization and Applications
Acquiring user tradeoff strategies and preferences for negotiating agents: A default-then-adjust method

International Journal of Human-Computer Studies
Effective profiling of consumer information retrieval needs: a unified framework and empirical comparison

Decision Support Systems
Experiment selection for the discrimination of semi-quantitative models of dynamical systems

Artificial Intelligence
From satisfiability to consistency through certificates: application to partially defined constraints

Proceedings of the 2006 ACM symposium on Applied computing
Exploiting partial decision trees for feature subset selection in e-mail categorization

Proceedings of the 2006 ACM symposium on Applied computing
Real-time video content analysis: QoS-aware application composition and parallel processing

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An ensemble of transliteration models for information retrieval

Information Processing and Management: an International Journal
Timbre interfaces using adjectives and adverbs

NIME '06 Proceedings of the 2006 conference on New interfaces for musical expression
InMAF: indexing music databases via multiple acoustic features

Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Dynamic feature selection for hardware prediction

Journal of Systems Architecture: the EUROMICRO Journal
Effects of the neural network s-sigmoid function on KDD in the presence of imprecise data

Computers and Operations Research
Using query-specific variance estimates to combine Bayesian classifiers

ICML '06 Proceedings of the 23rd international conference on Machine learning
Reinforcement learning for optimized trade execution

ICML '06 Proceedings of the 23rd international conference on Machine learning
Feature value acquisition in testing: a sequential batch test algorithm

ICML '06 Proceedings of the 23rd international conference on Machine learning
Experience-efficient learning in associative bandit problems

ICML '06 Proceedings of the 23rd international conference on Machine learning
A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set

Proceedings of the 8th annual conference on Genetic and evolutionary computation
Does overfitting affect performance in estimation of distribution algorithms

Proceedings of the 8th annual conference on Genetic and evolutionary computation
Learning how to tell ham from spam

Crossroads
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data

Knowledge and Information Systems
Multidimensional text analysis for eRulemaking

dg.o '06 Proceedings of the 2006 international conference on Digital government research
Automated ontology evolution in a multi-agent system

InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Identifying comparative sentences in text documents

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Behavior-based modeling and its application to Email analysis

ACM Transactions on Internet Technology (TOIT)
Reverse testing: an efficient framework to select amongst classifiers under sample selection bias

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Extracting key-substring-group features for text classification

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Single-pass online learning: performance, voting schemes and online feature selection

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic mining of fruit fly embryo images

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Bootstrapping rule induction to achieve rule stability and reduction

Journal of Intelligent Information Systems
Quantitative pharmacophore models with inductive logic programming

Machine Learning
Graph kernels and Gaussian processes for relational reinforcement learning

Machine Learning
Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves

Machine Learning
A New Text Categorization Technique Using Distributional Clustering and Learning Logic

IEEE Transactions on Knowledge and Data Engineering
Using cocitation information to estimate political orientation in web documents

Knowledge and Information Systems
Vector quantization based QoS classification for admission control in CDMA systems

Wireless Networks
Learnable behavioural model for autonomous virtual agents: low-level learning

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Teaching new teammates

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Robust game play against unknown opponents

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Ontology-guided learning to improve communication between groups of agents

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Efficient agent-based cluster ensembles

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
An empirical study of using rule induction and rough sets to software cost estimation

Fundamenta Informaticae - Special issue on theory and applications of soft computing (TASC04)
Feature-based generators for time series data

WSC '05 Proceedings of the 37th conference on Winter simulation
A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification

ACM SIGCOMM Computer Communication Review
Connectionist computations of intuitionistic reasoning

Theoretical Computer Science
Bellwether analysis: predicting global aggregates from local regions

VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Training a reciprocal-sigmoid classifier by feature scaling-space

Machine Learning
Generating legal arguments and predictions from case texts

ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Probabilistic abductive computation of evidence collection strategies in crime investigation

ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Automatization of the Mexican fruit fly activity recognition process using 3D and gray-level features

ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Combining forecasts with blind signal separation methods in electric load prediction framework

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Efficiently exploring architectural design spaces via predictive modeling

Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Grid resource negotiation: survey with a machine learning perspective

PDCN'06 Proceedings of the 24th IASTED international conference on Parallel and distributed computing and networks
A Framework Toward Restoration of Writing Order from Single-Stroked Handwriting Image

IEEE Transactions on Pattern Analysis and Machine Intelligence
A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples

Journal of Biomedical Informatics
eTuner: tuning schema matching software using synthetic scenarios

The VLDB Journal — The International Journal on Very Large Data Bases
Joint categorization of queries and clips for web-based video search

MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
A detailed comparison of WSD systems: an analysis of the system answers for the SENSEVAL-2 English all words task

Natural Language Engineering
Automated global structure extraction for effective local building block processing in XCS

Evolutionary Computation
Spatial associative classification: propositional vs structural approach

Journal of Intelligent Information Systems
Effective and efficient classification on a search-engine model

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A fast and robust method for web page template detection and removal

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Performance thresholding in practical text classification

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Efficient join processing over uncertain data

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Automatically constructing collections of online database directories

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Comparing CART with backpropagation neural networks in vegetation greenness classification

Proceedings of the 44th annual Southeast regional conference
Estimating query result sizes for proxy caching in scientific database federations

Proceedings of the 2006 ACM/IEEE conference on Supercomputing
The reusability of induced knowledge for the automatic semantic markup of taxonomic descriptions

Journal of the American Society for Information Science and Technology
A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches

IEEE Transactions on Knowledge and Data Engineering
The Role of Problem Classification in Online Meta-cognition

IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
An Effective Hybrid Classifier Based on Rough Sets and Neural Networks

WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
SLF4SS: Facilitating Flexible Services Selection

WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
A machine transliteration model based on correspondence between graphemes and phonemes

ACM Transactions on Asian Language Information Processing (TALIP)
An empirical study on language model adaptation

ACM Transactions on Asian Language Information Processing (TALIP)
Data Preparation for Data Mining Using SAS

Data Preparation for Data Mining Using SAS
A note on the utility of incremental learning

AI Communications
An integrated two-stage model for intelligent information routing

Decision Support Systems
Multi-paradigm learning of declarative models: Thesis

AI Communications
Progressing the state-of-the-art in grammatical inference by competition: The Omphalos Context-Free Language Learning Competition

AI Communications
A case study of knowledge modelling in an air pollution control decision support system

AI Communications - Binding Environmental Sciences and AI
Adaptive Chinese word segmentation

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks

Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks

Fundamenta Informaticae
Similarity and Distance in Case Based Reasoning

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
Self-organizing η-gram model for automatic word spacing

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Using a mixture of N-best lists from multiple MT systems in rank-sum-based confidence measure for MT outputs

COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A comparative study on language model adaptation techniques using new evaluation metrics

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning

Fundamenta Informaticae
Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors

Interacting with Computers
Learning Recursive Theories in the Normal ILP Setting

Fundamenta Informaticae
A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis

Computers in Biology and Medicine
From learning in the limit to stochastic finite learning

Theoretical Computer Science - Algorithmic learning theory
Learning a subclass of regular patterns in polynomial time

Theoretical Computer Science - Algorithmic learning theory
Complex Patterns

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2003)
Learning First-Order Rules: A Rough Set Approach

Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
A Dichotomic Search Algorithm for Mining and Learning in Domain-Specific Logics

Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Creating significant learning experiences in introductory artificial intelligence

Proceedings of the 38th SIGCSE technical symposium on Computer science education
Towards a syllabus repository for computer science courses

Proceedings of the 38th SIGCSE technical symposium on Computer science education
Knowledge discovery from spatial transactions

Journal of Intelligent Information Systems
Classifying web documents in a hierarchy of categories: a comprehensive study

Journal of Intelligent Information Systems
Classifier hierarchy learning by means of genetic algorithms

Pattern Recognition Letters
HW/SW partitioning using discrete particle swarm

Proceedings of the 17th ACM Great Lakes symposium on VLSI
Automatic classification of Web queries using very large unlabeled query logs

ACM Transactions on Information Systems (TOIS)
Methods of inference and learning for performance modeling of parallel applications

Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming
An adaptive focus-of-attention model for video surveillance and monitoring

Machine Vision and Applications
Automated network games enhancement layer: a proposed architecture

NetGames '06 Proceedings of 5th ACM SIGCOMM workshop on Network and system support for games
Relative positioning for team robot navigation

Autonomous Robots
Patterns Based Classifiers

World Wide Web
Uncovering the to-dos hidden in your in-box

IBM Systems Journal
Nonlinear ranking function representations in genetic programming-based ranking discovery for personalized search

Decision Support Systems
Legged robot gait locus generation based on genetic algorithms

PCAR '06 Proceedings of the 2006 international symposium on Practical cognitive agents and robots
Partially defined constraints in constraint-based design

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
First-Order Logical Neural Networks

International Journal of Hybrid Intelligent Systems - Recent developments in Hybrid Intelligent Systems
Maximum-entropy estimated distribution model for classification problems

International Journal of Hybrid Intelligent Systems
Classifying imbalanced data using a bagging ensemble variation (BEV)

ACM-SE 45 Proceedings of the 45th annual southeast regional conference
FBP: A Frontier-Based Tree-Pruning Algorithm

INFORMS Journal on Computing
A statistical framework for query translation disambiguation

ACM Transactions on Asian Language Information Processing (TALIP)
Intelligent computer evaluation of offender's previous record

Artificial Intelligence and Law
MASACAD: A multi-agent approach to information customization for the purpose of academic advising of students

Applied Soft Computing
Classification of transcranial Doppler signals using their chaotic invariant measures

Computer Methods and Programs in Biomedicine
Differential prioritization in feature selection and classifier aggregation for multiclass microarray datasets

Data Mining and Knowledge Discovery
Explanation-based learning to recognize network malfunctions

Information-Knowledge-Systems Management
Gradient descent for symmetric and asymmetric multiagent reinforcement learning

Web Intelligence and Agent Systems
Machine learning applied to quality management-A study in ship repair domain

Computers in Industry
Toolkit support for developing and deploying sensor-based statistical models of human situations

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dynamic detection of novice vs. skilled use without a task model

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Inducing Constructor Systems from Example-Terms by Detecting Syntactical Regularities

Electronic Notes in Theoretical Computer Science (ENTCS)
Optimized stratified sampling for approximate query processing

ACM Transactions on Database Systems (TODS)
Page-level template detection via isotonic smoothing

Proceedings of the 16th international conference on World Wide Web
Combining classifiers to identify online databases

Proceedings of the 16th international conference on World Wide Web
An adaptive crawler for locating hidden-Web entry points

Proceedings of the 16th international conference on World Wide Web
Answering relationship queries on the web

Proceedings of the 16th international conference on World Wide Web
Learning to detect phishing emails

Proceedings of the 16th international conference on World Wide Web
Effective learning system techniques for human-robot interaction in service environment

Knowledge-Based Systems
Allocating time and location information to activity-travel patterns through reinforcement learning

Knowledge-Based Systems
Natural shadow matting

ACM Transactions on Graphics (TOG)
Instance-based retrieval by analogy

Proceedings of the 2007 ACM symposium on Applied computing
Exploratory spatio-temporal data mining and visualization

Journal of Visual Languages and Computing
Applying hybrid reasoning to mine for associative features in biological data

Journal of Biomedical Informatics
Learning spam: simple techniques for freely-available software

ATEC '03 Proceedings of the annual conference on USENIX Annual Technical Conference
An electronic marketplace based on reputation and learning

Journal of Theoretical and Applied Electronic Commerce Research
Addressing diverse user preferences in SQL-query-result navigation

Proceedings of the 2007 ACM SIGMOD international conference on Management of data
If multi-agent learning is the answer, what is the question?

Artificial Intelligence
Learning to Detect and Classify Malicious Executables in the Wild

The Journal of Machine Learning Research
Noise Tolerant Variants of the Perceptron Algorithm

The Journal of Machine Learning Research
Learning Horn Expressions with LOGAN-H

The Journal of Machine Learning Research
Anytime Learning of Decision Trees

The Journal of Machine Learning Research
Document Classification Based on Support Vector Machine Using a Concept Vector Model

WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Detecting spam in VoIP networks

SRUTI'05 Proceedings of the Steps to Reducing Unwanted Traffic on the Internet on Steps to Reducing Unwanted Traffic on the Internet Workshop
Modeling the relative fitness of storage

Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Optimizing system configurations quickly by guessing at the performance

Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A dynamic ontology for a dynamic reference work

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Call Admission and Handover in Heterogeneous Wireless Networks

IEEE Internet Computing
K-Means+ID3: A Novel Method for Supervised Anomaly Detection by Cascading K-Means Clustering and ID3 Decision Tree Learning Methods

IEEE Transactions on Knowledge and Data Engineering
Rule Extraction from Support Vector Machines: A Sequential Covering Approach

IEEE Transactions on Knowledge and Data Engineering
Extracting Web Data Using Instance-Based Learning

World Wide Web
A content-collaborative recommender that exploits WordNet-based user profiles for neighborhood formation

User Modeling and User-Adapted Interaction
Learning parallel portfolios of algorithms

Annals of Mathematics and Artificial Intelligence
AquaLog: An ontology-driven question answering system for organizational semantic intranets

Web Semantics: Science, Services and Agents on the World Wide Web
A study of context inference for Web-based information systems

Electronic Commerce Research and Applications
Interactive presentation: PowerQuest: trace driven data mining for power optimization

Proceedings of the conference on Design, automation and test in Europe
Customized classification learning based on query projections

Information Sciences: an International Journal
New Recommendation Techniques for Multicriteria Rating Systems

IEEE Intelligent Systems
Towards automated record linkage

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Bayesian estimation of rule accuracy in UCS

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Particle swarm and bayesian networks applied to attribute selection for protein functional classification

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Capturing nonlinear dependencies in natural images using ICA and mixture of Laplacian distribution

Neurocomputing
Machine learning based feature extraction for quality control in a production line

Integrated Computer-Aided Engineering
A citation-based document retrieval system for finding research expertise

Information Processing and Management: an International Journal
Essential deduplication functions for transactional databases in law firms

Proceedings of the 11th international conference on Artificial intelligence and law
Privacy preserving decision tree learning over multiple parties

Data & Knowledge Engineering
A novel efficient two-phase algorithm for training interpolation radial basis function networks

Signal Processing
Kernel based automatic clustering using modified particle swarm optimization algorithm

Proceedings of the 9th annual conference on Genetic and evolutionary computation
Improving the human readability of features constructed by genetic programming

Proceedings of the 9th annual conference on Genetic and evolutionary computation
Classifier systems that compute action mappings

Proceedings of the 9th annual conference on Genetic and evolutionary computation
Characteristic determination for solid state devices with evolutionary computation: a case study

Proceedings of the 9th annual conference on Genetic and evolutionary computation
Mining User preference using Spy voting for search engine personalization

ACM Transactions on Internet Technology (TOIT)
Fuzzy-rough nearest neighbor algorithms in classification

Fuzzy Sets and Systems
Predictive discrete latent factor models for large scale dyadic data

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Co-clustering based classification for out-of-domain documents

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining optimal decision trees from itemset lattices

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Privacy-preservation for gradient descent methods

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce

Proceedings of the ninth international conference on Electronic commerce
Ockham's razor, empirical complexity, and truth-finding efficiency

Theoretical Computer Science
On stability of a formal concept

Annals of Mathematics and Artificial Intelligence
Active learning for logistic regression: an evaluation

Machine Learning
Efficient PAC Learning for Episodic Tasks with Acyclic State Spaces

Discrete Event Dynamic Systems
Observer: keeping system models from becoming obsolete

HotAC II Hot Topics in Autonomic Computing on Hot Topics in Autonomic Computing
An efficient incremental architecture for robust interpretation

HLT '02 Proceedings of the second international conference on Human Language Technology Research
Biologically inspired Lexicon Structuring Technique

HLT '02 Proceedings of the second international conference on Human Language Technology Research
Using noninvasive wearable computers to recognize human emotions from physiological signals

EURASIP Journal on Applied Signal Processing
MatML: XML for information exchange with materials property data

Proceedings of the 4th international workshop on Data mining standards, services and platforms
Feature selection using correlation fractal dimension: Issues and applications in binary classification problems

Applied Soft Computing
Evolving neurocomputing systems for horticulture applications

Applied Soft Computing
Declarative programming for artificial intelligence applications

ICFP '07 Proceedings of the 12th ACM SIGPLAN international conference on Functional programming
Automatic classification of didactic functions of e-learning resources

Proceedings of the 15th international conference on Multimedia
Resolving rule conflicts with double induction

Intelligent Data Analysis
Modified hierarchical genetic algorithm for relevance feedback in image retrieval

Intelligent Data Analysis
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set

Intelligent Data Analysis
A trimmed mean approach to finding spatial outliers

Intelligent Data Analysis
Prototype induction and attribute selection via evolutionary algorithms

Intelligent Data Analysis
Indirect sensing through abstractive learning

Intelligent Data Analysis
Instance-based data reduction for improved identification of difficult small classes

Intelligent Data Analysis
Online classification of nonstationary data streams

Intelligent Data Analysis
Iterative Bayes

Intelligent Data Analysis
Discovery of multivalued dependencies from relations

Intelligent Data Analysis
Gestures without libraries, toolkits or training: a $1 recognizer for user interface prototypes

Proceedings of the 20th annual ACM symposium on User interface software and technology
/*icomment: bugs or bad comments?*/

Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
Improving railroad wheel inspection planning using classification methods

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Discriminative learning of Bayesian network classifiers

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Classifying under computational resource constraints: anytime classification using probabilistic estimators

Machine Learning
Incorporating user control into recommender systems based on naive bayesian classification

Proceedings of the 2007 ACM conference on Recommender systems
Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option

Information Fusion
Extracting the meaning of medical concept correlations

Proceedings of the 4th international conference on Knowledge capture
Strategies for Identifying Statistically Significant Dense Regions in Microarray Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Hierarchical Clustering for Software Architecture Recovery

IEEE Transactions on Software Engineering
Exploring biologically-inspired evolvable network applications with the BEYOND architecture

Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Non-intrusive quality evaluation of VoIP using genetic programming

Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Evolution of neural networks for classification and regression

Neurocomputing
Improved generalization of neural classifiers with enforced internal representation

Neurocomputing
An experimental evaluation of simplicity in rule learning

Artificial Intelligence
Rough set based approach for inducing decision trees

Knowledge-Based Systems
Model-driven data acquisition in sensor networks

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Predicting link quality using supervised learning in wireless sensor networks

ACM SIGMOBILE Mobile Computing and Communications Review
Context-aware statistical debugging: from bug predictors to faulty control flow paths

Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Prognostic Bayesian networks

Journal of Biomedical Informatics
Methodological Review: Towards knowledge-based gene expression data mining

Journal of Biomedical Informatics
Optimizing weights in combining classifiers in natural language learning

ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Using genetic feature selection for improving cyber attack detection rate

ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Toward undetected operating system fingerprinting

WOOT '07 Proceedings of the first USENIX workshop on Offensive Technologies
Optimizing marketing planning and budgeting using Markov decision processes: an airline case study

IBM Journal of Research and Development - Business optimization
Automatic user preference learning for personalized electronic program guide applications

Journal of the American Society for Information Science and Technology
Bayesian networks for imputation in classification problems

Journal of Intelligent Information Systems
Query processing over incomplete autonomous databases

VLDB '07 Proceedings of the 33rd international conference on Very large data bases
CallAssist: helping call center agents in preference elicitation

VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Performance analysis of the ANGEL system for automated control of game traffic prioritisation

Proceedings of the 6th ACM SIGCOMM workshop on Network and system support for games
Modeling dopamine activity by Reinforcement Learning methods: implications from two recent models

Artificial Intelligence Review
Supervised ordering by regression combined with Thurstone's model

Artificial Intelligence Review
AISIID: An artificial immune system for interesting information discovery on the web

Applied Soft Computing
Efficient architectural design space exploration via predictive modeling

ACM Transactions on Architecture and Code Optimization (TACO)
A framework for agent-based distributed machine learning and data mining

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Learning consumer preferences using semantic similarity

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Confidence-based policy learning from demonstration using Gaussian mixture models

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Credence estimation and error prediction in biometric identity verification

Signal Processing
QG/GA: a stochastic search for Progol

Machine Learning
Machine learning: a review of classification and combining techniques

Artificial Intelligence Review
Speculative plan execution for information gathering

Artificial Intelligence
A dynamic routing protocol for keyword search in unstructured peer-to-peer networks

Computer Communications
Speeding Coordination by Combining Analytical and Inductive Learning

WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Oblivious neural network computing via homomorphic encryption

EURASIP Journal on Information Security
Feature extraction for classification problems and its application to face recognition

Pattern Recognition
Vigilant: out-of-band detection of failures in virtual machines

ACM SIGOPS Operating Systems Review
Answering form-based web queries using the data-mining approach

Journal of Intelligent Information Systems
Feature extraction for classification problems and its application to face recognition

Pattern Recognition
MEDIC: Medical embedded device for individualized care

Artificial Intelligence in Medicine
Automatic annotation of Web services based on workflow definitions

ACM Transactions on the Web (TWEB)
Sensor-driven neural control for omnidirectional locomotion and versatile reactive behaviors of walking machines

Robotics and Autonomous Systems
Adaptive audio streaming in mobile ad hoc networks using neural networks

Ad Hoc Networks
A scalable multi-level feature extraction technique to detect malicious executables

Information Systems Frontiers
The applicability of the perturbation based privacy preserving data mining for real-world data

Data & Knowledge Engineering
Adaptive building of decision trees by reinforcement learning

AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
Artificial intelligence as a supplier of virtual reality in performance areas as auditoriums & the application sample from Turkey

AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Comparing mathematical and heuristic approaches for scientific data analysis

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Learning verb complements for modern greek: Balancing the noisy dataset

Natural Language Engineering
Active audition using the parameter-less self-organising map

Autonomous Robots
Evolving a dynamic predictive coding mechanism for novelty detection

Knowledge-Based Systems
Automated identification of analyzable metaphase chromosomes depicted on microscopic digital images

Journal of Biomedical Informatics
A comparative study of two automatic document classification methods in a library setting

Journal of Information Science
Automated design of distributed control rules for the self-assembly of prespecified artificial structures

Robotics and Autonomous Systems
An evolutionary data clustering algorithm

ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Automated cell differentiation in multispectral microscopy

ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Enhancing usability testing through datamining techniques: A novel approach to detecting usability problem patterns for a context of use

Information and Software Technology
Mining categories for emails via clustering and pattern discovery

Journal of Intelligent Information Systems
Accelerating autonomous learning by using heuristic selection of actions

Journal of Heuristics
A comparison of imputation methods in the presence of imprecise data when employing a neural network s-Sigmoid function

International Journal of Business Intelligence and Data Mining
Investigating statistical machine learning as a tool for software development

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Mining California vital statistical data

International Journal of Computer Applications in Technology
Novel approaches to the prediction of CpG islands and their methylation status

Proceedings of the 2007 Summer Computer Simulation Conference
Composition and evaluation of trustworthy web services

International Journal of Web and Grid Services
Rule generalisation in intrusion detection systems using SNORT

International Journal of Electronic Security and Digital Forensics
Credit risk analysis using a hybrid data mining model

International Journal of Intelligent Systems Technologies and Applications
Supervised document classification based upon domain-specific term taxonomies

International Journal of Metadata, Semantics and Ontologies
Learning market prices in real-time supply chain management

Computers and Operations Research
Diagnosing decision quality

Decision Support Systems
Agent learning in the multi-agent contracting system [MACS]

Decision Support Systems
Speeding up web service composition with volatile external information

Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation: organized with the 17th International World Wide Web Conference (WWW 2008)
Circular context-based semantic matching to identify web service composition

Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation: organized with the 17th International World Wide Web Conference (WWW 2008)
Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome

Journal of Medical Systems
Intelligent monitoring and diagnosis of manufacturing processes using an integrated approach of KBANN and GA

Computers in Industry
Learning function-based object classification from 3D imagery

Computer Vision and Image Understanding
Flexible document categorisation

AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Hybrid expert system

EHAC'05 Proceedings of the 4th WSEAS International Conference on Electronics, Hardware, Wireless and Optical Communications
Using utility to provision storage systems

FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Learning indexed families of recursive languages from positive data: A survey

Theoretical Computer Science
Learning recursive functions: A survey

Theoretical Computer Science
Solving and learning a tractable class of soft temporal constraints: Theoretical and experimental results

AI Communications - Constraint Programming for Planning and Scheduling
Measuring maintainability in early phase using aesthetic metrics

SEPADS'05 Proceedings of the 4th WSEAS International Conference on Software Engineering, Parallel & Distributed Systems
Knowledge transfer using bayesian belief network

NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
SUS: learning of the categories of visual objects

ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity

International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Investigating the use of a multi-agent system for knowledge discovery in databases

International Journal of Hybrid Intelligent Systems - VIII Brazilian Symposium On Neural Networks
Enhanced hierarchical classification via isotonic smoothing

Proceedings of the 17th international conference on World Wide Web
A graph-theoretic approach to webpage segmentation

Proceedings of the 17th international conference on World Wide Web
An active learning system for mining time-changing data streams

Intelligent Data Analysis
Mining library specifications using inductive logic programming

Proceedings of the 30th international conference on Software engineering
Principled reasoning and practical applications of alert fusion in intrusion detection systems

Proceedings of the 2008 ACM symposium on Information, computer and communications security
Evolutionary design of multiclass support vector machines

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
QoS control based on query response time prediction

ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Implications of ceiling effects in defect predictors

Proceedings of the 4th international workshop on Predictor models in software engineering
Index based approach for categorizing online news articles

CEA'08 Proceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
Face recognition with semi-supervised learning and multiple classifiers

CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Selective costing voting for bankruptcy prediction

International Journal of Knowledge-based and Intelligent Engineering Systems
Automated assumption generation for compositional verification

Formal Methods in System Design
Ironmodel: robust performance models in the wild
Analytics-driven solutions for customer targeting and sales-force allocation

IBM Systems Journal
Sampling cube: a framework for statistical olap over sampling data

Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Helping satisfy multiple objectives during a service desk conversation

Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Identification of gene transcript signatures predictive for estrogen receptor and lymph node status using a stepwise forward selection artificial neural network modelling approach

Artificial Intelligence in Medicine
Web content adaptation classification and summarization in mobile devices

Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Fuzzy diagnosis of turbomachines

International Journal of Knowledge-based and Intelligent Engineering Systems
Reinforcing fuzzy rule-based diagnosis of turbomachines with case-based reasoning

International Journal of Knowledge-based and Intelligent Engineering Systems
Machine learning method for knowledge discovery experimented with otoneurological data

Computer Methods and Programs in Biomedicine
Patient-specific learning in real time for adaptive monitoring in critical care

Journal of Biomedical Informatics
Statistical machine translation

ACM Computing Surveys (CSUR)
Privacy-preserving Naïve Bayes classification

The VLDB Journal — The International Journal on Very Large Data Bases
Self-Optimizing Memory Controllers: A Reinforcement Learning Approach

ISCA '08 Proceedings of the 35th Annual International Symposium on Computer Architecture
Trust-enabling decision support system for e-tourism intermediation

International Journal of Networking and Virtual Organisations
A privacy preserving technique for distance-based classification with worst case privacy guarantees

Data & Knowledge Engineering
Particle swarm for attribute selection in Bayesian classification: an application to protein function prediction

Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Classifying under computational resource constraints: anytime classification using probabilistic estimators

Machine Learning
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning

Information Sciences: an International Journal
Image categorization: Graph edit distance+edge direction histogram

Pattern Recognition
Integrating Cross-Language Hierarchies and Its Application to Retrieving Relevant Documents

ACM Transactions on Asian Language Information Processing (TALIP)
Multisource images analysis using collaborative clustering

EURASIP Journal on Advances in Signal Processing
Detecting anomalous access patterns in relational databases

The VLDB Journal — The International Journal on Very Large Data Bases
Genetic programming for medical classification: a program simplification approach

Genetic Programming and Evolvable Machines
On the effectiveness of distributions estimated by probabilistic model building

Proceedings of the 10th annual conference on Genetic and evolutionary computation
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble

Proceedings of the 10th annual conference on Genetic and evolutionary computation
Hierarchical evolution of linear regressors

Proceedings of the 10th annual conference on Genetic and evolutionary computation
Utilization of Discretization method on the diagnosis of optic nerve disease

Computer Methods and Programs in Biomedicine
Bayes optimal classification for decision trees

Proceedings of the 25th international conference on Machine learning
Learning to rank at query-time using association rules

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A metric for software readability

ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis
Dynamic inference of likely data preconditions over predicates by tree learning

ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis
Ranking Categorical Features Using Generalization Properties

The Journal of Machine Learning Research
Formalizing natural-language spatial relations between linear objects with topological and metric properties

International Journal of Geographical Information Science
Neuroscientific implications for situated and embodied artificial intelligence

Connection Science
LEARNING DRIFTING NEGOTIATIONS

Applied Artificial Intelligence
RELATIONAL DATA MINING AND ILP FOR DOCUMENT IMAGE UNDERSTANDING

Applied Artificial Intelligence
COMBINING MULTIPLE CLASSIFIERS USING DEMPSTER'S RULE FOR TEXT CATEGORIZATION

Applied Artificial Intelligence
AN ACCELERATED ALGORITHM FOR DENSITY ESTIMATION IN LARGE DATABASES USING GAUSSIAN MIXTURES

Cybernetics and Systems
Locally linear reconstruction for instance-based learning

Pattern Recognition
Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy

Neurocomputing
Supervised classification of share price trends

Information Sciences: an International Journal
Mining preferences from superior and inferior examples

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with direct query construction

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
An inductive database prototype based on virtual mining views

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
An approach to online optimization of heuristic coordination algorithms

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Agent communication in ubiquitous computing: the Ubismart approach

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
MB-AIM-FSI: a model based framework for exploiting gradient ascent multiagent learners in strategic interactions

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
BayesRule: A Markov-Blanket based procedure for extracting a set of probabilistic rules from Bayesian classifiers

International Journal of Hybrid Intelligent Systems - HIS 2007
Detecting data records in semi-structured web sites based on text token clustering

Integrated Computer-Aided Engineering
Effective and efficient classification on a search-engine model

Knowledge and Information Systems
Nuisance level of a voice call

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Adaptive strategies for predicting bidding prices in supply chain management

Proceedings of the 10th international conference on Electronic commerce
Wireless device identification with radiometric signatures

Proceedings of the 14th ACM international conference on Mobile computing and networking
The combination of multiple classifiers using an evidential reasoning approach

Artificial Intelligence
An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks

Neurocomputing
Evolutionary tuning of SVM parameter values in multiclass problems

Neurocomputing
Neural networks approaches for discovering the learnable correlation between gene function and gene expression in mouse

Neurocomputing
A compound framework for sports results prediction: A football case study

Knowledge-Based Systems
Probabilistic rough set approximations

International Journal of Approximate Reasoning
Web document classification and its performance evaluation

EC'08 Proceedings of the 9th WSEAS International Conference on Evolutionary Computing
Incremental Learning of Planning Operators in Stochastic Domains

SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
Challenges to Machine Learning: Relations Between Reality and Appearance

Inductive Logic Programming
Learning Recursive Patterns for Biomedical Information Extraction

Inductive Logic Programming
Multi-class Prediction Using Stochastic Logic Programs

Inductive Logic Programming
Neural Networks for Predicting the Behavior of Preconditioned Iterative Solvers

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Learning as Data Compression

CiE '07 Proceedings of the 3rd conference on Computability in Europe: Computation and Logic in the Real World
Learning the Semantic Meaning of a Concept from the Web

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
What Have Innsbruck and Leipzig in Common? Extracting Semantics from Wiki Content

ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Requirements for Machine Lifelong Learning

IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Providing Seamless Mobility in Wireless Networks Using Autonomic Mechanisms

AIMS '07 Proceedings of the 1st international conference on Autonomous Infrastructure, Management and Security: Inter-Domain Management
A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy Images

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Hybrid Learning of Ontology Classes

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Outlier Detection: An Approximate Reasoning Approach

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Usages of Generalization in Case-Based Reasoning

ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Acquiring Word Similarities with Higher Order Association Mining

ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics

Computational Discovery of Scientific Knowledge
Improving the Detection of Unknown Computer Worms Activity Using Active Learning

KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Quantifying the Expected Utility of Information in Multi-agent Scheduling Tasks

CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Agent Behavior Alignment: A Mechanism to Overcome Problems in Agent Interactions During Runtime

CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Classifier Loss Under Metric Uncertainty

ECML '07 Proceedings of the 18th European conference on Machine Learning
On Phase Transitions in Learning Sparse Networks

ECML '07 Proceedings of the 18th European conference on Machine Learning
Early Prediction of Student Frustration

ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Grid Application Fault Diagnosis Using Wrapper Services and Machine Learning

ICSOC '07 Proceedings of the 5th international conference on Service-Oriented Computing
Improving Automatic Image Annotation Based on Word Co-occurrence

Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Visual Analytics: Definition, Process, and Challenges

Information Visualization
Heuristic Reinforcement Learning Applied to RoboCup Simulation Agents

RoboCup 2007: Robot Soccer World Cup XI
Potential Distribution Modelling Using Machine Learning

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Intensional Question Answering Using ILP: What Does an Answer Mean?

NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
An Adaptive Cartography of DTV Programs

EUROITV '08 Proceedings of the 6th European conference on Changing Television Environments
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis

ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Word Sense Disambiguation for Vocabulary Learning

ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Object-Oriented Software Systems Restructuring through Clustering

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Data Clustering with Semi-binary Nonnegative Matrix Factorization

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows

ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Iterative Reinforcement Cross-Domain Text Classification

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Extracting Decision Rules from Sigmoid Kernel

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
MBabCoNN --- A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions

BSB '08 Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
A Web-Based Automated System for Industry and Occupation Coding

WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Interaction Analysis Supporting Participants' Self-regulation in a Generic CSCL System

EC-TEL '08 Proceedings of the 3rd European conference on Technology Enhanced Learning: Times of Convergence: Technologies Across Learning Contexts
Prototype Selection Via Prototype Relevance

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Parameter Learning in Probabilistic Databases: A Least Squares Approach

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Learning General Solutions through Multiple Evaluations during Development

ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Exploiting Attribute-Wise Distribution of Keywords and Category Dependent Attributes for E-Catalog Classification

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Visualizing and Evaluating Complexity of Textual Case Bases

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Supporting Fraud Analysis in Mobile Telecommunications Using Case-Based Reasoning

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers

MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Segmenting Brain Tumors Using Pseudo---Conditional Random Fields

MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Automatic Bidding for the Game of Skat

KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence
Learning with Temporary Memory

ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
On the Influence of Description Logics Ontologies on Conceptual Similarity

EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
An Evaluation of a Hybrid Language Understanding Approach for Robust Selection of Tutoring Goals

International Journal of Artificial Intelligence in Education
An ontology-based approach to learnable focused crawling

Information Sciences: an International Journal
Towards adaptive programming: integrating reinforcement learning into a programming language

Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
A graphical model for evolutionary optimization

Evolutionary Computation
Book review:

Computational Linguistics
UNSUPERVISED ANOMALY DETECTION IN LARGE DATABASES USING BAYESIAN NETWORKS

Applied Artificial Intelligence
CRAWLING THE CONSTRUCTION WEB-A MACHINE-LEARNING APPROACH WITHOUT NEGATIVE EXAMPLES

Applied Artificial Intelligence
SABIO: A BIOLOGICALLY PLAUSIBLE CONNECTIONIST APPROACH TO AUTOMATIC TEXT SUMMARIZATION

Applied Artificial Intelligence
Threefold versus fivefold cross-validation and individual versus average data in predictive regression modelling of machining experimental data

International Journal of Computer Integrated Manufacturing
Learning communicative actions of conflicting human agents

Journal of Experimental & Theoretical Artificial Intelligence
Teaching robot companions: the role of scaffolding and event structuring

Connection Science - Social Learning in Embodied Agents
Preface to the Focus Theme Section: 'Smart Products'

Electronic Markets
ISRL: intelligent search by reinforcement learning in unstructured peer-to-peer networks

International Journal of Parallel, Emergent and Distributed Systems
Consistent and coherent learning with δ-delay

Information and Computation
Learning and generalising semantic knowledge from object scenes

Robotics and Autonomous Systems
Learning to extract form labels

Proceedings of the VLDB Endowment
Mining non-redundant high order correlations in binary data

Proceedings of the VLDB Endowment
Exploiting contextual information in recommender systems

Proceedings of the 2008 ACM conference on Recommender systems
I-MINDS: A Multiagent System for Intelligent Computer- Supported Collaborative Learning and Classroom Management

International Journal of Artificial Intelligence in Education
Brighthouse: an analytic data warehouse for ad-hoc queries

Proceedings of the VLDB Endowment
A general framework for parallel BDI agents in dynamic environments

Web Intelligence and Agent Systems
Dynamic optimization of Bluetooth networks for indoor localization

CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Dynamic faceted search for discovery-driven analysis

Proceedings of the 17th ACM conference on Information and knowledge management
Minimum-effort driven dynamic faceted search in structured databases

Proceedings of the 17th ACM conference on Information and knowledge management
Predicting web spam with HTTP session information

Proceedings of the 17th ACM conference on Information and knowledge management
Chinese pronominal anaphora resolution using lexical knowledge and entropy-based weight

Journal of the American Society for Information Science and Technology
An adaptive partitioning approach for mining discriminant regions in 3D image data

Journal of Intelligent Information Systems
Word sense disambiguation: A survey

ACM Computing Surveys (CSUR)
Web page classification: Features and algorithms

ACM Computing Surveys (CSUR)
Mining GPS traces and visual words for event classification

MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Classifying wheelchair propulsion patterns with a wrist mounted accelerometer

BodyNets '08 Proceedings of the ICST 3rd international conference on Body area networks
Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection

Information Sciences: an International Journal
Electronic promotion to new customers using mkNN learning

Information Sciences: an International Journal
Description and classification of complex structured objects by applying similarity measures

International Journal of Approximate Reasoning
Artificial neural network-based equation for estimating VO2max from the 20m shuttle run test in adolescents

Artificial Intelligence in Medicine
Single and multiple time-point prediction models in kidney transplant outcomes

Journal of Biomedical Informatics
An adaptive threshold framework for event detection using HMM-based life profiles

ACM Transactions on Information Systems (TOIS)
User language model for collaborative personalized search

ACM Transactions on Information Systems (TOIS)
A Discriminative Learning Method of TAN Classifier

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Decision Trees in Binary Tomography for Supporting the Reconstruction of hv-Convex Connected Images

ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Feature Selection and Classification for Small Gene Sets

PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Identifying Conserved Discriminative Motifs

PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Resource use pattern analysis for opportunistic grids

Proceedings of the 6th international workshop on Middleware for grid computing
Is it a bug or an enhancement?: a text-based approach to classify change requests

CASCON '08 Proceedings of the 2008 conference of the center for advanced studies on collaborative research: meeting of minds
Using temporal-difference learning for multi-agent bargaining

Electronic Commerce Research and Applications
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection

Information Sciences: an International Journal
A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation

DS '08 Proceedings of the 11th International Conference on Discovery Science
Ranking with decision tree

Knowledge and Information Systems
Intelligent monitoring and diagnosis of manufacturing process using an integrated approach of neural network ensemble and genetic algorithm

International Journal of Computer Applications in Technology
Recommendation Based Process Modeling Support: Method and User Experience

ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
Nonparallel plane proximal classifier

Signal Processing
Hierarchical Learning in Classification of Structured Objects

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
A Learning Classifier System Approach to Relational Reinforcement Learning

Learning Classifier Systems
Automatic Adaptation and Analysis of SIP Headers Using Decision Trees

Principles, Systems and Applications of IP Telecommunications. Services and Security for Next Generation Networks
A Multitask Learning Approach to Face Recognition Based on Neural Networks

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Learning-Function-Augmented Inferences of Causalities Implied in Health Data

Advanced Web and NetworkTechnologies, and Applications
An Empirical Study of Combined Classifiers for Knowledge Discovery on Medical Data Bases

Advanced Web and NetworkTechnologies, and Applications
An Effective Feature Selection Method Using the Contribution Likelihood Ratio of Attributes for Classification

Advanced Web and NetworkTechnologies, and Applications
The Grid as a Single Entity: Towards a Behavior Model of the Whole Grid

OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Formal Ensemble Engineering

Software-Intensive Systems and New Computing Paradigms
A defect prediction method for software versioning

Software Quality Control
Scalable pattern mining with Bayesian networks as background knowledge

Data Mining and Knowledge Discovery
FRAPP: a framework for high-accuracy privacy-preserving mining

Data Mining and Knowledge Discovery
Unknown Malcode Detection Using OPCODE Representation

EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics
Analogical Reasoning in Description Logics

Uncertainty Reasoning for the Semantic Web I
Image-Based Information Guide on Mobile Devices

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
A hidden Markov model-based text classification of medical documents

Journal of Information Science
Using Wavelets to Classify Documents

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Learning Classifiers from Large Databases Using Statistical Queries

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Discretization for naive-Bayes learning: managing discretization bias and variance

Machine Learning
Class Specific Fuzzy Decision Trees for Mining High Speed Data Streams

Fundamenta Informaticae
Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)

Computer Methods and Programs in Biomedicine
Implementing plastic weights in neural networks using low precision arithmetic

Neurocomputing
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases

ACM Transactions on Knowledge Discovery from Data (TKDD)
Overfitting cautious selection of classifier ensembles with genetic algorithms

Information Fusion
Web robot detection: A probabilistic reasoning approach

Computer Networks: The International Journal of Computer and Telecommunications Networking
Hyperbox clustering with Ant Colony Optimization (HACO) method and its application to medical risk profile recognition

Applied Soft Computing
A novel approach for classifying customer complaints through graphs similarities in argumentative dialogues

Decision Support Systems
Enhancing network based intrusion detection for imbalanced data

International Journal of Knowledge-based and Intelligent Engineering Systems
Moving towards efficient decision tree construction

Information Sciences: an International Journal
Discovering simulation models

Information Systems
Automatic metadata extraction from museum specimen labels

DCMI '08 Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications
Features: the more the better

ISCGAV'08 Proceedings of the 8th conference on Signal processing, computational geometry and artificial vision
Route optimization with Q-learning

ACS'08 Proceedings of the 8th conference on Applied computer scince
Intentional learning agent architecture

Autonomous Agents and Multi-Agent Systems
Evolving an Ensemble of Neural Networks Using Artificial Immune Systems

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
A Combined Classification Algorithm Based on C4.5 and NB

ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
An Improved Gene Expression Programming for Fuzzy Classification

ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Hierarchical Classifiers for Complex Spatio-temporal Concepts

Transactions on Rough Sets IX
An Empirical Comparison of Individual Machine Learning Techniques in Signature and Fingerprint Classification

Biometrics and Identity Management
An evolutionary approach for achieving scalability with general regression neural networks

Natural Computing: an international journal
Observer-invariant histopathology using genetics-based machine learning

Natural Computing: an international journal
Automated classification of metaphase chromosomes: Optimization of an adaptive computerized scheme

Journal of Biomedical Informatics
Enhancing artificial intelligence on a real mobile game

International Journal of Computer Games Technology - Artificial Intelligence for Computer Games
Uncertainty-aware Wireless Sensor Networks

International Journal of Mobile Communications
Prefetching based on web usage mining

Proceedings of the ACM/IFIP/USENIX 2003 International Conference on Middleware
Self-tuning query mesh for adaptive multi-route query processing

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
On the use of memory and resources in minority games

ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Graph memory development in a robot control architecture

Journal of Computing Sciences in Colleges
MLeXAI: biomedical term classification

Journal of Computing Sciences in Colleges
Knowledge-based event control for flow-shops using simulation and rules

Proceedings of the 40th Conference on Winter Simulation
K nearest neighbours with mutual information for simultaneous classification and missing data imputation

Neurocomputing
QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games

Neurocomputing
Fitness functions in evolutionary robotics: A survey and analysis

Robotics and Autonomous Systems
Facts or friends?: distinguishing informational and conversational questions in social Q&A sites

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Alternative prior assumptions for improving the performance of naïve Bayesian classifiers

Data Mining and Knowledge Discovery
On modeling software defect repair time

Empirical Software Engineering
Transformer fault diagnosis method based on rough set and Bayesian otimal classifier

CISST'09 Proceedings of the 3rd WSEAS international conference on Circuits, systems, signal and telecommunications
Reinforcement distribution in fuzzy Q-learning

Fuzzy Sets and Systems
Feature Selection in Genetic Fuzzy Discretization for the Pattern Classification Problems

IEICE - Transactions on Information and Systems
Mining Causality from Texts for Question Answering System

IEICE - Transactions on Information and Systems
A generalized-constraint neural network model: Associating partially known relationships for nonlinear regressions

Information Sciences: an International Journal
Understanding customer problem troubleshooting from storage system logs

FAST '09 Proccedings of the 7th conference on File and storage technologies
Web site topic-hierarchy generation based on link structure

Journal of the American Society for Information Science and Technology
A survey of modern authorship attribution methods

Journal of the American Society for Information Science and Technology
A new maximal-margin spherical-structured multi-class support vector machine

Applied Intelligence
Evolving morphologies and gaits of physically realistic simulated robots

Proceedings of the 2009 ACM symposium on Applied Computing
Analytical Inductive Functional Programming

Logic-Based Program Synthesis and Transformation
Latent Variable Models for Causal Knowledge Acquisition

CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization

CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Support Vectors Machine-based identification of heart valve diseases using heart sounds

Computer Methods and Programs in Biomedicine
Trends in the development of communication networks: Cognitive networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
A knowledge-based similarity classifier to stratify sample units to improve the estimation precision

International Journal of Remote Sensing
EEG-based classification for elbow versus shoulder torque intentions involving stroke subjects

Computers in Biology and Medicine
A Chronological Evaluation of Unknown Malcode Detection

PAISI '09 Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics
Incremental support vector machine learning in the primal and applications

Neurocomputing
Multi-view kernel machine on single-view data

Neurocomputing
Imputation of missing sensor data values using in-exact replicas

International Journal of Intelligent Systems Technologies and Applications
Learning preferences of new users in recommender systems: an information theoretic approach

ACM SIGKDD Explorations Newsletter
Transformer fault diagnosis based on reasoning integration of rough set and fuzzy set and Bayesian optimal classifier

WSEAS Transactions on Circuits and Systems
Online action adaptation in interactive computer games

Computers in Entertainment (CIE) - SPECIAL ISSUE: Media Arts and Games (Part II)
Exploitation of semantic relationships and hierarchical data structures to support a user in his annotation and browsing activities in folksonomies

Information Systems
Associative Naïve Bayes classifier: Automated linking of gene ontology to medline documents

Pattern Recognition
A hybrid approach to design efficient learning classifiers

Computers & Mathematics with Applications
Canonical representation genetic programming

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Why evolution is not a good paradigm for program induction: a critique of genetic programming

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
To create neuro-controlled game opponent from UCT-created data

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
An ontology-driven system architecture for precision agriculture applications

International Journal of Metadata, Semantics and Ontologies
3DM: Domain-oriented Data-driven Data Mining

Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Searching for interacting features in subset selection

Intelligent Data Analysis
Models for association rules based on clustering and correlation

Intelligent Data Analysis
Hypertext classification to filtrate information on the web

Proceedings of the 2009 Euro American Conference on Telematics and Information Systems: New Opportunities to increase Digital Citizenship
A system for analysis and prediction of electricity-load streams

Intelligent Data Analysis - Knowledge Discovery from Data Streams
A new marketing strategy map for direct marketing

Knowledge-Based Systems
Bayesian networks based rare event prediction with sensor data

Knowledge-Based Systems
A filter model for feature subset selection based on genetic algorithm

Knowledge-Based Systems
Flexible decision tree for data stream classification in the presence of concept change, noise and missing values

Data Mining and Knowledge Discovery
A partitional clustering algorithm for crosscutting concerns identification

SEPADS'09 Proceedings of the 8th WSEAS International Conference on Software engineering, parallel and distributed systems
Grammatical inference for robotic self-assembly: basic methodology

AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
The road not taken: Estimating path execution frequency statically

ICSE '09 Proceedings of the 31st International Conference on Software Engineering
Automatic quality assessment of content created collaboratively by web communities: a case study of wikipedia

Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Analysis of the effect of Headline News in financial market through text categorisation

International Journal of Computer Applications in Technology
Scalable pseudo-likelihood estimation in hybrid random fields

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Consensus group stable feature selection

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning disjunctive preferences for negotiating effectively

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
User identification via process profiling: extended abstract

Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
Grammatical inference methodology for control systems

WSEAS Transactions on Computers
ReflectiveSigns: Digital Signs That Adapt to Audience Attention

Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
An Online Algorithm for Applying Reinforcement Learning to Handle Ambiguity in Spoken Dialogues

TAMC '09 Proceedings of the 6th Annual Conference on Theory and Applications of Models of Computation
Malicious Code Detection Using Active Learning

Privacy, Security, and Trust in KDD
Using Workflow Medleys to Streamline Exploratory Tasks

SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
An intelligent LED affective lighting system: a platform design for the realization of a user-centric affective life based on ISO/IEC 11179 in ubiquitous environments

ROCOM'09 Proceedings of the 9th WSEAS international conference on Robotics, control and manufacturing technology
Exploration and visualization of OLAP cubes with statistical tests

Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
A time series representation model for accurate and fast similarity detection

Pattern Recognition
Latent classification models for binary data

Pattern Recognition
Front Matter

Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Argument Based Moderation of Benefit Assessment

Proceedings of the 2008 conference on Legal Knowledge and Information Systems: JURIX 2008: The Twenty-First Annual Conference
An Inductive Logic Programming Approach to Statistical Relational Learning

Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Feature Subset Selection for Supervised Learning using Fractal Dimension

Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Artificial General Intelligence via Finite Covering with Learning

Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Missing or absent? A Question in Cost-sensitive Decision Tree

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Depth First Rule Generation for Text Categorization

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Supervised Machine Learning: A Review of Classification Techniques

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Using Artificial Intelligence for Intrusion Detection

Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Automatic Generation of Implied Constraints

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Version Space Support Vector Machines

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Meta-Typicalness Approach to Reliable Classification

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
ContextAggregator: A heuristic-based approach for automated feature construction and selection

Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Ontological requirements for analogical, teleological, and hypothetical legal reasoning

Proceedings of the 12th International Conference on Artificial Intelligence and Law
Systematic search within an optimisation space based on Unified Transformation Framework

International Journal of Computational Science and Engineering
Intelligent data analysis applied to debug complex software systems

Neurocomputing
Empirically building and evaluating a probabilistic model of user affect

User Modeling and User-Adapted Interaction
Addressing the assessment challenge with an online system that tutors as it assesses

User Modeling and User-Adapted Interaction
An evolutionary approach to feature function generation in application to biomedical image patterns

Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An evolutionary approach to constructive induction for link discovery

Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An evolutionary approach to constructive induction for link discovery

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
The role of roles in classifying annotated biomedical text

BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
Intrusion Detection Method Using Neural Networks Based on the Reduction of Characteristics

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
On the Effectiveness of Diversity When Training Multiple Classifier Systems

ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Handling Analogical Proportions in Classical Logic and Fuzzy Logics Settings

ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Detecting Domestic Problems of Elderly People: Simple and Unobstrusive Sensors to Generate the Context of the Attended

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Data Mining for Burr Detection (in the Drilling Process)

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Towards an Interactive, Generative Design System: Integrating a `Build and Evolve' Approach with Machine Learning for Complex Freeform Design

Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Use of Classification Algorithms in Noise Detection and Elimination

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
A Supervised Learning Technique and Its Applications to Computational Biology

Computational Intelligence Methods for Bioinformatics and Biostatistics
Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution

IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Entropy Measures of Flow Graphs with Applications to Decision Trees

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Hybrid sampling for imbalanced data

Integrated Computer-Aided Engineering - Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008
A survey of computer systems for expressive music performance

ACM Computing Surveys (CSUR)
Identifying and predicting economic regimes in supply chains using sales and procurement information

Proceedings of the 11th International Conference on Electronic Commerce
Product pricing using adaptive real-time probability of acceptance estimations based on economic regimes

Proceedings of the 11th International Conference on Electronic Commerce
AN ORDER-k VORONOI APPROACH TO GEOSPATIAL CONCEPT MANAGEMENT WITHIN CONCEPTUAL SPACES

Applied Artificial Intelligence
Aceto-white temporal pattern classification using k-NN to identify precancerous cervical lesion in colposcopic images

Computers in Biology and Medicine
Fair and balanced?: bias in bug-fix datasets

Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Exploiting an antivirus interface

Computer Standards & Interfaces
An ensemble technique for stable learners with performance bounds

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Analogical path planning

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Occam's Razor and a non-syntactic measure of decision tree complexity

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
When a decision tree learner has plenty of time

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Explanation-based learning for image understanding

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Quantifying the impact of learning algorithm parameter tuning

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Learning blocking schemes for record linkage

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Motion-based autonomous grounding: inferring external world properties from encoded internal sensory states alone

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Newton's method for nonparallel plane proximal classifier with unity norm hyperplanes

Signal Processing
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms

ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Data Mining of Agricultural Yield Data: A Comparison of Regression Models

ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Robust Measures of Complexity in TCBR

ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Affectively Intelligent User Interfaces for Enhanced E-Learning Applications

HCD 09 Proceedings of the 1st International Conference on Human Centered Design: Held as Part of HCI International 2009
Mining in a mobile environment

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data
Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Modularity in inductively-learned word pronunciation systems

NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Do not forget: full memory in memory-based learning of word pronunciation

NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Extraction of definitions using grammar-enhanced machine learning

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Image retrieval using nonlinear manifold embedding

Neurocomputing
Classification of symbolic objects: A lazy learning approach

Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
A Two-Phase Model for Learning Rules from Incomplete Data

Fundamenta Informaticae - Fundamentals of Knowledge Technology
Combined Measurement System for the Evaluation of Multi Causal Strain

EHAWC '09 Proceedings of the International Conference on Ergonomics and Health Aspects of Work with Computers: Held as Part of HCI International 2009
Modeling User Affect from Causes and Effects

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Describing User Interactions in Adaptive Interactive Systems

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
A Pattern Classification Approach to DNA Microarray Image Segmentation

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
RCQ-GA: RDF Chain Query Optimization Using Genetic Algorithms

EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Time-Sensitive Language Modelling for Online Term Recurrence Prediction

ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
An introduction to inductive programming

Artificial Intelligence Review
The ineffectiveness of within-document term frequency in text classification

Information Retrieval
Foundations of r-contiguous matching in negative selection for anomaly detection

Natural Computing: an international journal
Nearly-automated metadata hierarchy creation

HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Using Supervised Complexity Measures in the Analysis of Cancer Gene Expression Data Sets

BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Forensic Authorship Attribution Using Compression Distances to Prototypes

IWCF '09 Proceedings of the 3rd International Workshop on Computational Forensics
Instance Selection by Border Sampling in Multi-class Domains

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Novelty Detection from Evolving Complex Data Streams with Time Windows

ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Mining the Temporal Dimension of the Information Propagation

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Data Stream Prediction Using Incremental Hidden Markov Models

DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Database Intrusion Detection Using Role Profiling with Role Hierarchy

SDM '09 Proceedings of the 6th VLDB Workshop on Secure Data Management
Learning to Rank for Information Retrieval

Foundations and Trends in Information Retrieval
Finite sample error bound for Parzen windows

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Function-based classification from 3D data via generic and symbolic models

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Exploiting subjectivity classification to improve information extraction

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Learning support vector machines from distributed data sources

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Minimizing environmental swings with a recurrent neural network control system

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Predicting appropriate semantic web terms from words

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Prototype of software to support diagnosis for illness through blood samples results

Proceedings of the 2008 Euro American Conference on Telematics and Information Systems
Interactive localized content based image retrieval with multiple-instance active learning

Pattern Recognition
Automatic Arabic document categorization based on the Naïve Bayes algorithm

Semitic '04 Proceedings of the Workshop on Computational Approaches to Arabic Script-based Languages
Is unlabeled data suitable for multiclass SVM-based web page classification?

SemiSupLearn '09 Proceedings of the NAACL HLT 2009 Workshop on Semi-Supervised Learning for Natural Language Processing
Combining knowledge- and corpus-based word-sense-disambiguation methods

Journal of Artificial Intelligence Research
Logical hidden Markov models

Journal of Artificial Intelligence Research
A comparison of different machine transliteration models

Journal of Artificial Intelligence Research
NP animacy identification for anaphora resolution

Journal of Artificial Intelligence Research
Creating relational data from unstructured and ungrammatical data sources

Journal of Artificial Intelligence Research
Analogical Dissimilarity

Journal of Artificial Intelligence Research
Behavior bounding: an efficient method for high-level behavior comparison

Journal of Artificial Intelligence Research
Inducing interpretable voting classifiers without trading accuracy for simplicity: theoretical results, approximation algorithms, and experiments

Journal of Artificial Intelligence Research
An analysis of reduced error pruning

Journal of Artificial Intelligence Research
A Lattice machine approach to automated casebase design: marrying lazy and eager learning

IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Diagnosis as a variable assignment problem: a case study in a space robot fault diagnosis

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Incremental learning in a fuzzy intelligent system

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Detection of cognitive states from fMRI data using machine learning techniques

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A tighter error bound for decision tree learning using PAC learnability

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Concept sampling: towards systematic selection in large-scale mixed concepts in machine learning

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Learning policies for embodied virtual agents through demonstration

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Bayesian learning over conflicting data: predictions for language change

SigMorPhon '08 Proceedings of the Tenth Meeting of ACL Special Interest Group on Computational Morphology and Phonology
Combining knowledge-based methods and supervised learning for effective Italian word sense disambiguation

STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
Theoretical background for ensemble methods with multivariate decomposition

SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Reading detection based on electroencephalogram processing

ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Towards role-based filtering of disease outbreak reports

Journal of Biomedical Informatics
Fast track article: Ambient intelligence platform using multi-agent system and mobile ubiquitous hardware

Pervasive and Mobile Computing
The union of minimal hitting sets: Parameterized combinatorial bounds and counting

Journal of Discrete Algorithms
Integrating multiple internet directories by instance-based learning

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Automated generation of graphic sketches by example

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A weighted polynomial information gain kernel for resolving prepositional phrase attachment ambiguities with support vector machines

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Use of off-line dynamic programming for efficient image interpretation

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Case base adaptation using solution-space metrics

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Unfolding speaker clustering potential: a biomimetic approach

MM '09 Proceedings of the 17th ACM international conference on Multimedia
Real-Time Collaborative Filtering Using Extreme Learning Machine

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Ontology-Based Learning for Negotiation

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Incremental Non-unanimous Concept Reformation through Queried Object Classification

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
An immunologically-inspired autonomic framework for self-organizing and evolvable network applications

ACM Transactions on Autonomous and Adaptive Systems (TAAS)
A service platform design for affective lighting system based on user emotions

WSEAS Transactions on Information Science and Applications
Evaluation of a "smart" pedestrian counting system based on echo state networks

EURASIP Journal on Embedded Systems - Challenges on complexity and connectivity in embedded systems
Know-why extraction from textual data for supporting what question

KRAQ '08 Coling 2008: Proceedings of the workshop on Knowledge and Reasoning for Answering Questions
Using text classifiers for numerical classification

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Learning on the phase transition edge

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Efficient interpretation policies

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Keyword spices: a new method for building domain-specific web search engines

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Log file analysis for disengagement detection in e-Learning environments

User Modeling and User-Adapted Interaction
Query processing over incomplete autonomous databases: query rewriting using learned data dependencies

The VLDB Journal — The International Journal on Very Large Data Bases
Social Propagation: Boosting Social Annotations for Web Mining

World Wide Web
Experiment selection for the discrimination of semi-quantitative models of dynamical systems

Artificial Intelligence
Semi-automatic learning of simple diagnostic scores utilizing complexity measures

Artificial Intelligence in Medicine
GUEST EDITORIAL: Case-based reasoning in the health sciences

Artificial Intelligence in Medicine
Hybrid word sense disambiguation using language resources for transliteration of Arabic numerals in Korean

Proceedings of the 2009 International Conference on Hybrid Information Technology
Learning of shared attention in sociable robotics

Journal of Algorithms
Intensional dynamic programming. A Rosetta stone for structured dynamic programming

Journal of Algorithms
sDoc: exploring social wisdom for document enhancement in web mining

Proceedings of the 18th ACM conference on Information and knowledge management
Characterizing, constructing and managing resource usage profiles of system S applications: challenges and experience

Proceedings of the 18th ACM conference on Information and knowledge management
Towards real-time measurement of customer satisfaction using automatically generated call transcripts

Proceedings of the 18th ACM conference on Information and knowledge management
Congestion-aware, loss-resilient bio-monitoring sensor networking for mobile health applications

IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
Evaluating statistical tests on OLAP cubes to compare degree of disease

IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Proximal support vector machine using local information

Neurocomputing
Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach

Decision Support Systems
Human perception of audio-visual synthetic character emotion expression in the presence of ambiguous and conflicting information

IEEE Transactions on Multimedia
TwitterStand: news in tweets

Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Tracing actions helps in understanding interactions

SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Interpreting concept learning in cognitive informatics and granular computing

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Improving generalization of fuzzy IF-THEN rules by maximizing fuzzy entropy

IEEE Transactions on Fuzzy Systems
Event-by-event image reconstruction from list-mode PET data

IEEE Transactions on Image Processing
Nonlinear dimensionality reduction by locally linear inlaying

IEEE Transactions on Neural Networks
Levels and Types of Action Selection: The Action Selection Soup

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Intelligent Support for Inquiry Learning from Images: A Learning Scenario and Tool

Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
Credit rating by hybrid machine learning techniques

Applied Soft Computing
Simplifying Particle Swarm Optimization

Applied Soft Computing
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application

Pattern Recognition
Applications of flexible pricing in business-to-business electronic commerce

IBM Systems Journal
A self-learning framework for services selection

International Journal of Information Technology and Management
Knowledge driven dimension reduction for clustering

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Goal-driven learning in the GILA integrated intelligence architecture

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Cross training and its application to skill mining

IBM Systems Journal
Applying machine learning to automated information graphics generation

IBM Systems Journal
Meta-conformity approach to reliable classification

Intelligent Data Analysis
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform

Digital Signal Processing
Analog circuits optimization based on evolutionary computation techniques

Integration, the VLSI Journal
A review on the combination of binary classifiers in multiclass problems

Artificial Intelligence Review
Machine Learning Techniques for the Automated Classification of Adhesin-Like Proteins in the Human Protozoan Parasite Trypanosoma cruzi

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Impact of missing data in evaluating artificial neural networks trained on complete data

Computers in Biology and Medicine
Query mesh: multi-route query processing technology

Proceedings of the VLDB Endowment
A hierarchical approach to model web query interfaces for web source integration

Proceedings of the VLDB Endowment
Cooperative distance classification using an IEEE 802.15.4-compliant transceiver

WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Moving attention from the road: a new methodology for the driver distraction evaluation using machine learning approaches

HSI'09 Proceedings of the 2nd conference on Human System Interactions
Entropy and mutual information can improve fitness evaluation in coevolution of neural networks

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Combined Unsupervised-Supervised Classification Method

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
An Empirical Study on Several Classification Algorithms and Their Improvements

ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio

DS '09 Proceedings of the 12th International Conference on Discovery Science
A Data-Fusion Approach to Representing Personality Traits, Values, Beliefs and Behavior Descriptions

EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Mining Social Networks on the Mexican Computer Science Community

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Improving Adaptive Bagging Methods for Evolving Data Streams

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data

OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
Scaling Up the Accuracy of Bayesian Network Classifiers by M-Estimate

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Feedback of Delayed Rewards in XCS for Environments with Aliasing States

ACAL '09 Proceedings of the 4th Australian Conference on Artificial Life: Borrowing from Biology
Hypotheses about Typical General Human Strategic Behavior in a Concrete Case

AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
An Efficient Feature Selection Using Ant Colony Optimization Algorithm

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Semantic-Linguistic Feature Vectors for Search: Unsupervised Construction and Experimental Validation

ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
A meaning based information theory - informalogical space: Basic concepts and convergence of information sequences

Information Sciences: an International Journal
Thermal analysis of multiprocessor SoC applications by simulation and verification

ACM Transactions on Design Automation of Electronic Systems (TODAES)
Cross-cultural analysis of blogs and forums with mixed-collection topic models

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A collaborative speech enhancement approach for speech recognition in motorcycle environment

DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Driving skill recognition: new approaches and their comparison

ACC'09 Proceedings of the 2009 conference on American Control Conference
Human daily activity recognition in robot-assisted living using multi-sensor fusion

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
DensityRank: a novel feature ranking method based on kernel estimation

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Using input-space bisection and backpropagation as a method to emulate complex numerical simulations for design decision making

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Scalable statistical learning: a modular Bayesian/Markov network approach

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
GNG-SVM framework: classifying large datasets with support vector machines using growing neural gas

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Help-training semi-supervised LS-SVM

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Evaluating classifiers: relation between area under the receiver operator characteristic curve and overall accuracy

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Fusion and mining spatial data in cyber-physical space with dynamic logic of phenomena

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Saturated systems of homogeneous boxes and the logical analysis of numerical data

Discrete Applied Mathematics
Adaptive Detection of Design Flaws

Electronic Notes in Theoretical Computer Science (ENTCS)
IGOR2 - an analytical inductive functional programming system: tool demo

Proceedings of the 2010 ACM SIGPLAN workshop on Partial evaluation and program manipulation
I/O guided detection of list catamorphisms: towards problem specific use of program templates in IP

Proceedings of the 2010 ACM SIGPLAN workshop on Partial evaluation and program manipulation
Automatically classifying case texts and predicting outcomes

Artificial Intelligence and Law
Struct-NB: predicting protein-RNA binding sites using structural features

International Journal of Data Mining and Bioinformatics
A hybrid promoter analysis methodology for prokaryotic genomes

Fuzzy Sets and Systems
Knowledge discovery by a neuro-fuzzy modeling framework

Fuzzy Sets and Systems
Effective automatic recognition of cultured cells in bright field images using fisher's linear discriminant preprocessing

Image and Vision Computing
Compacting XML documents

Information and Software Technology
Decision tree learning with fuzzy labels

Information Sciences: an International Journal
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments

Information Sciences: an International Journal
Layering and heterogeneity as design principles for animated embedded agents

Information Sciences: an International Journal
XML data mining

Software—Practice & Experience
A comparative study of decision tree approaches to multi-class Support Vector Machines

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Learning fuzzy concept hierarchy and measurement with node labeling

Information Systems Frontiers
Detection of sensor wearing positions for accelerometry-based daily activity assessment

BioMED '08 Proceedings of the Sixth IASTED International Conference on Biomedical Engineering
Computing intensional answers to questions - An inductive logic programming approach

Data & Knowledge Engineering
Categorization of news articles using neural text categorizer

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
User adaptive hand gesture recognition using multivariate fuzzy decision tree and fuzzy garbage model

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
An experimental analysis of the impact of accuracy degradation in SVM classification

International Journal of Computational Intelligence Studies
Introducing a round robin tournament into Blondie24

CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Learning a context-aware weapon selection policy for unreal tournament III

CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Automatically identifying targets users interact with during real world tasks

Proceedings of the 15th international conference on Intelligent user interfaces
Towards maximizing the accuracy of human-labeled sensor data

Proceedings of the 15th international conference on Intelligent user interfaces
Learning Gaussian mixture models with entropy-based criteria

IEEE Transactions on Neural Networks
Geographic signatures for semantic retrieval

Proceedings of the 6th Workshop on Geographic Information Retrieval
On the simplification of an examples-based controller with support vector machines

Control and Intelligent Systems
An efficient image pattern recognition system using an evolutionary search strategy

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Automated synthesis of control algorithms from first principles

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
UAV intelligent path planning for wilderness search and rescue

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Ads-portal domains: Identification and measurements

ACM Transactions on the Web (TWEB)
Transparent active learning for robots

Proceedings of the 5th ACM/IEEE international conference on Human-robot interaction
A genetic distance metric to discriminate the selection of algorithms for the general ATSP problem

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams

Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Towards incremental classifier fusion

Intelligent Data Analysis
Fuzzy-CCM: A context-sensitive approach to fuzzy modeling

International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
Measuring the expected gain of communicating constraint information

Multiagent and Grid Systems - Planning in multiagent systems
Selective costing ensemble for handling imbalanced data sets

International Journal of Hybrid Intelligent Systems
Autonomous control laws for mobile robotic surveillance swarms

CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
PADUA: a protocol for argumentation dialogue using association rules

Artificial Intelligence and Law
Semi-supervised learning approaches for predicting semantic characteristics of lung nodules

Intelligent Decision Technologies - Special issue on advances in medical intelligent decision support systems
Fuzzy clustering with weighted medoids for relational data

Pattern Recognition
Optimizing automatic speech recognition for low-proficient non-native speakers

EURASIP Journal on Audio, Speech, and Music Processing - Special issue on atypical speech
Learning to integrate web taxonomies

Web Semantics: Science, Services and Agents on the World Wide Web
Classification of Otoneurological Cases According to Bayesian Probabilistic Models

Journal of Medical Systems
Algorithms for memory hierarchies: advanced lectures

Algorithms for memory hierarchies: advanced lectures
Letter: Boosting Naïve Bayes text classification using uncertainty-based selective sampling

Neurocomputing
Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms

Pattern Recognition
An MLP-based feature subset selection for HIV-1 protease cleavage site analysis

Artificial Intelligence in Medicine
Modelling human perception of static facial expressions

Image and Vision Computing
Towards the Model Driven Development of context-aware pervasive systems

Pervasive and Mobile Computing
Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting

The Journal of Machine Learning Research
Adaptive classification of web documents to users interests

PCI'01 Proceedings of the 8th Panhellenic conference on Informatics
Implementation of dictionaries via automata and decision trees

CIAA'02 Proceedings of the 7th international conference on Implementation and application of automata
Evolving Petri nets with a genetic algorithm

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Case- and rule-based algorithms for the contextual pattern recognition problem

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Computational aspects of data mining

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Applying backpropagation networks to anaphor resolution

DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
Comparison of distance measures for graph-based clustering of documents

GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Developing methodologies of knowledge discovery and data mining to investigate metropolitan land use evolution

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
SV-kNNC: an algorithm for improving the efficiency of k-nearest neighbor

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Rough sets and information granulation

IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Comparing apples with oranges: evaluating twelve paradigms of agency

ProMAS'06 Proceedings of the 4th international conference on Programming multi-agent systems
On the application of clustering techniques to support debugging large-scale multi-agent systems

ProMAS'06 Proceedings of the 4th international conference on Programming multi-agent systems
Graph-based tools for data mining and machine learning

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Remembering similitude terms in CBR

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Using Bayesian networks to analyze medical data

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A parameterized algorithm for exploring concept lattices

ICFCA'07 Proceedings of the 5th international conference on Formal concept analysis
A multiagent approach to obtain open and flexible user models in adaptive learning communities

UM'03 Proceedings of the 9th international conference on User modeling
Modeling task-oriented discussion groups

UM'03 Proceedings of the 9th international conference on User modeling
A neuro-fuzzy approach in student modeling

UM'03 Proceedings of the 9th international conference on User modeling
Performance comparison of different similarity models for CBIR with relevance feedback

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Selective transfer of task knowledge using stochastic noise

AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Risk neutral calibration of classifiers

AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Combining case-based and model-based reasoning for predicting the outcome of legal cases

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Managing experience for process improvement in manufacturing

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case base reduction using solution-space metrics

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Fast pattern selection for support vector classifiers

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
A method for handling numerical attributes in GA-based inductive concept learners

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Natural coding: a more efficient representation for evolutionary learning

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Wise breeding GA via machine learning techniques for function optimization

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Binary rule encoding schemes: a study using the compact classifier system

IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Bloat control and generalization pressure using the minimum description length principle for a pittsburgh approach learning classifier system

IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Targeting differentially co-regulated genes by multiobjective and multimodal optimization

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Application of the confidence measure in knowledge acquisition process

ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Computational science and data mining

ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Tree adjoining grammars, language bias, and genetic programming

EuroGP'03 Proceedings of the 6th European conference on Genetic programming
An ontology for mobile device sensor-based context awareness

CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Learning topologies of situated public displays by observing implicit user interactions

UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
The union of minimal hitting sets: parameterized combinatorial bounds and counting

STACS'07 Proceedings of the 24th annual conference on Theoretical aspects of computer science
Active learning with history-based query selection for text categorisation

ECIR'07 Proceedings of the 29th European conference on IR research
Feature based techniques for auto-detection of novel email worms

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Reducing overfitting in predicting intrinsically unstructured proteins

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
sIDMG: small-size intrusion detection model generation of complimenting decision tree classification algorithm

WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
Collaborative filtering with the simple Bayesian classifier

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Revision of first-order Bayesian classifiers

ILP'02 Proceedings of the 12th international conference on Inductive logic programming
The applicability to ILP of results concerning the ordering of binomial populations

ILP'02 Proceedings of the 12th international conference on Inductive logic programming
A genetic algorithms approach to ILP

ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Information selection and probabilistic 2D - 3D integration in mobile mapping

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Grid computing for the estimation of toxicity: acute toxicity on fathead minnow (pimephales promelas)

GCCB'06 Proceedings of the 2006 international conference on Distributed, high-performance and grid computing in computational biology
Human splice site identification with multiclass support vector machines and bagging

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Learning rule representations from Boolean data

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Content-based recommendation systems

The adaptive web
On combined classifiers, rule induction and rough sets

Transactions on rough sets VI
Kernel machines for non-vectorial data

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Prediction by categorical features: generalization properties and application to feature ranking

COLT'07 Proceedings of the 20th annual conference on Learning theory
Automatically constructing a directory of molecular biology databases

DILS'07 Proceedings of the 4th international conference on Data integration in the life sciences
Ontology - supported machine learning and decision support in biomedicine

DILS'07 Proceedings of the 4th international conference on Data integration in the life sciences
A probabilistic reasoning approach for discovering web crawler sessions

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Assessing usability problems in Latin-American academic webpages with cognitive walkthroughs and datamining techniques

UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
Automated assumption generation for compositional verification

CAV'07 Proceedings of the 19th international conference on Computer aided verification
Prediction of E.Coli promoter gene sequences using a hybrid combination based on feature selection, fuzzy weighted pre-processing, and decision tree classifier

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
NBM and WNBM: algorithms and evaluation for personalizing information retrieval in metiore

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Virtual markets: Q-learning sellers with simple state representation

AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Rough feature selection for intelligent classifiers

Transactions on rough sets VII
Classification-enhanced ranking

Proceedings of the 19th international conference on World wide web
A machine learning-based approach to prognostic analysis of thoracic transplantations

Artificial Intelligence in Medicine
Machine learning algorithms for accurate flow-based network traffic classification: Evaluation and comparison

Performance Evaluation
Towards versatile performance models for complex, popular applications

ACM SIGMETRICS Performance Evaluation Review
A new methodology for photometric validation in vehicles visual interactive systems

Proceedings of the 2010 ACM Symposium on Applied Computing
The impact of random samples in ensemble classifiers

Proceedings of the 2010 ACM Symposium on Applied Computing
Recovering uncertain mappings through structural validation and aggregation with the MoTo system

Proceedings of the 2010 ACM Symposium on Applied Computing
Probabilistic anti-spam filtering with dimensionality reduction

Proceedings of the 2010 ACM Symposium on Applied Computing
Cost-time sensitive decision tree with missing values

KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Inductive logic programming algorithm for estimating quality of partial plans

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Planning by guided hill-climbing

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
The SUPRAIC algorithm: a suppression immune based mechanism to find a representative training set in data classification tasks

ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Comparing several approaches for hierarchical classification of proteins with decision trees

BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Smooth component analysis as ensemble method for prediction improvement

ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Integrating decision tree learning into inductive databases

KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Feature construction for reinforcement learning in hearts

CG'06 Proceedings of the 5th international conference on Computers and games
Wrapping the Naive Bayes classifier to relax the effect of dependences

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Detecting phishing e-mails by heterogeneous classification

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Geospatial cluster tessellation through the complete order-k Voronoi diagrams

COSIT'07 Proceedings of the 8th international conference on Spatial information theory
Feature-adaptive motion energy analysis for facial expression recognition

ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Using efficient RBF network to identify interface residues based on PSSM profiles and biochemical properties

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Feature construction and dimension reduction using genetic programming

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Heuristic Q-learning soccer players: a new reinforcement learning approach to RoboCup simulation

EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
An integrated approach to filtering phishing e-mails

EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Rough sets: trends and challenges

RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Conjugate information systems: learning cognitive concepts in rough set theory

RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Towards a line-crawling robot obstacle classification system: a rough set approach

RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
AIPlayer: a platform of intelligent simulation of virtual human in virtual environment

ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
A decentralized middleware for groupware applications

CRIWG'07 Proceedings of the 13th international conference on Groupware: design implementation, and use
An agent-based recommender system to support collaborative web search based on shared user interests

CRIWG'07 Proceedings of the 13th international conference on Groupware: design implementation, and use
Multi filter bank approach for speaker verification based on genetic algorithm

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Making more wikipedians: facilitating semantics reuse for wikipedia authoring

ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Reflections on agent beliefs

DALT'07 Proceedings of the 5th international conference on Declarative agent languages and technologies V
Learning to order: a relational approach

MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Learnable focused crawling based on ontology

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Maximum entropy modeling with feature selection for text categorization

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Applying statistical machine learning to multicore voltage & frequency scaling

Proceedings of the 7th ACM international conference on Computing frontiers
Scale coarsening as feature selection

ICFCA'08 Proceedings of the 6th international conference on Formal concept analysis
Separating learning as an aspect in Malaca agents

KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
An intelligent multi agent design in healthcare management system

KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Kernel matching reduction algorithms for classification

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
An FIS for early detection of defect prone modules

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Profile based algorithm to topic spotting in Reuter21578

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Full border identification for reduction of training sets

Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
A cost-aware parallel workload allocation approach based on machine learning techniques

NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
CSR: discovering subsumption relations for the alignment of ontologies

ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Modification of nested hyperrectangle exemplar as a proposition of information fusion method

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Collaborative learning agents supporting service network management

SOCASE'08 Proceedings of the 2008 AAMAS international conference on Service-oriented computing: agents, semantics, and engineering
Behavior profiling of email

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Genetic programming and class-wise orthogonal transformation for dimension reduction in classification problems

EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Chronic hepatitis and cirrhosis classification using SNP data, decision tree and decision rule

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Foundations of refinement operators for description logics

ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Protein fold discovery using stochastic logic programs

Probabilistic inductive logic programming
Conditional probability tree estimation analysis and algorithms

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Mining Query Logs: Turning Search Usage Data into Knowledge

Foundations and Trends in Information Retrieval
A state-cluster based Q-learning

ICNC'09 Proceedings of the 5th international conference on Natural computation
Machine learning task as a diclique extracting task

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
To create intelligent adaptive neuro-controller of game opponent from UCT-created data

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Optimal adaptive system health monitoring and diagnosis for resource constrained cyber-physical systems

ISSRE'09 Proceedings of the 20th IEEE international conference on software reliability engineering
Supporting keyword queries on structured databases with limited search interfaces

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
CliDaPa: A new approach to combining clinical data with DNA microarrays

Intelligent Data Analysis - Knowledge Discovery in Bioinformatics
Synthesizing view definitions from data

Proceedings of the 13th International Conference on Database Theory
Reflections on five years of evaluating semantic search systems

International Journal of Metadata, Semantics and Ontologies
Measuring intrinsic quality of semantic search based on feature vectors

International Journal of Metadata, Semantics and Ontologies
Cost-sensitive classification with respect to waiting cost

Knowledge-Based Systems
Feature interval learning algorithms for classification

Knowledge-Based Systems
Differential Evolution for learning the classification method PROAFTN

Knowledge-Based Systems
Multiagent learning for open systems: a study in opponent classification

Adaptive agents and multi-agent systems
Learning in multiagent systems: an introduction from a game-theoretic perspective

Adaptive agents and multi-agent systems
Domain knowledge assimilation by learning complex concepts

Transactions on rough sets VIII
Schema clustering and retrieval for multi-domain pay-as-you-go data integration systems

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
On active learning of record matching packages

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Incremental learning with temporary memory

Theoretical Computer Science
European research and development of intelligent information agents: the agentlink perspective

Intelligent information agents
Adaptive information extraction: core technologies for information agents

Intelligent information agents
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database

ACM SIGKDD Explorations Newsletter
Evaluating learning algorithms and classifiers

International Journal of Intelligent Information and Database Systems
A comparison of data preparation approaches for e-mail categorisation

International Journal of Intelligent Information and Database Systems
MALEF: Framework for distributed machine learning and data mining

International Journal of Intelligent Information and Database Systems
Enhancing Malaca agents with learning

International Journal of Intelligent Information and Database Systems
Practical performance models for complex, popular applications

Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Use of the knowledge which is independence on reward in reinforcement learning

CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Improving identity prediction in signature-based unimodal systems using soft biometrics

BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Ensembles of pre-processing techniques for noise detection in gene expression data

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
APHID: An architecture for private, high-performance integrated data mining

Future Generation Computer Systems
A survey on CAD methods in 3D garment design

Computers in Industry
Effective self-training author name disambiguation in scholarly digital libraries

Proceedings of the 10th annual joint conference on Digital libraries
A spatial learning algorithm for IEEE 802.11 networks

ICC'09 Proceedings of the 2009 IEEE international conference on Communications
EC-MMR: revised exemplar-based clustering with automatic parameter estimation techniques

ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Distributed text classification with an ensemble kernel-based learning approach

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Bio-inspired imprecise computational blocks for efficient VLSI implementation of soft-computing applications

IEEE Transactions on Circuits and Systems Part I: Regular Papers
MLeXAI: A Project-Based Application-Oriented Model

ACM Transactions on Computing Education (TOCE)
Blind authentication: a secure crypto-biometric verification protocol

IEEE Transactions on Information Forensics and Security
The geometry of quantum learning

Quantum Information Processing
A Novel Regularization Learning for Single-View Patterns: Multi-View Discriminative Regularization

Neural Processing Letters
Learning patterns in ambient intelligence environments: a survey

Artificial Intelligence Review
A novel unsupervised classification approach for network anomaly detection by k-Means clustering and ID3 decision tree learning methods

The Journal of Supercomputing
Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features

User Modeling and User-Adapted Interaction
Discriminant analysis for fast multiclass data classification through regularized kernel function approximation

IEEE Transactions on Neural Networks
Revising the evolutionary computation abstraction: minimal criteria novelty search

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Effective structure learning for EDA via L1-regularizedbayesian networks

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Efficiently evolving programs through the search for novelty

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Measuring bloat, overfitting and functional complexity in genetic programming

Proceedings of the 12th annual conference on Genetic and evolutionary computation
On constructing efficient shared decision trees for multiple packet filters

INFOCOM'10 Proceedings of the 29th conference on Information communications
Utility-proportional bandwidth sharing for multimedia transmission supporting scalable video coding

Computer Communications
Disambiguating identity web references using Web 2.0 data and semantics

Web Semantics: Science, Services and Agents on the World Wide Web
Environmental user-preference learning for smart homes: An autonomous approach

Journal of Ambient Intelligence and Smart Environments
Self-taught hashing for fast similarity search

Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Prediction of alternatively spliced exons using Support Vector Machines

International Journal of Data Mining and Bioinformatics
Learning context conditions for BDI plan selection

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
Extending BDI plan selection to incorporate learning from experience

Robotics and Autonomous Systems
Affectively intelligent and adaptive car interfaces

Information Sciences: an International Journal
VQSVM: A case study for incorporating prior domain knowledge into inductive machine learning

Neurocomputing
Classifying documents with link-based bibliometric measures

Information Retrieval
Viewing the problem from different angles: a new diversity measure based on angular distances

Journal of Artificial Evolution and Applications
Assessment of the influence of adaptive components in trainable surface inspection systems

Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
A machine learning approach for text categorization of fixing-issue commits on CVS

Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
Review:

The Knowledge Engineering Review
Discrete visual features modeling via leave-one-out likelihood estimation and applications

Journal of Visual Communication and Image Representation
Multi-agent distributed adaptive resource allocation (MADARA)

International Journal of Communication Networks and Distributed Systems
Constructing Feature Vectors for search: investigating intrinsic quality impact on search performance

International Journal of Web and Grid Services
Constructing traffic-aware overlay topologies: a machine learning approach

IPTPS'08 Proceedings of the 7th international conference on Peer-to-peer systems
Tolerating adversaries in the estimation of network parameters from noisy data: a nonlinear filtering approach

MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
A novel clustering approach: Artificial Bee Colony (ABC) algorithm

Applied Soft Computing
Clustered-Hybrid Multilayer Perceptron network for pattern recognition application

Applied Soft Computing
Linear text segmentation using classification techniques

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Generating fine-grained reviews of songs from album reviews

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Mood patterns and affective lexicon access in weblogs

ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers

The Journal of Machine Learning Research
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis

Computers in Biology and Medicine
Mining and classification of neologisms in Persian blogs

CALC '10 Proceedings of the NAACL HLT 2010 Second Workshop on Computational Approaches to Linguistic Creativity
Describing the Result of a Classifier to the End-User: Geometric-based Sensitivity

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Learning When to Use Lazy Learning in Constraint Solving

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
From frequency to meaning: vector space models of semantics

Journal of Artificial Intelligence Research
Adapting and evaluating distributed real-time and embedded systems in dynamic environments

Proceedings of the First International Workshop on Data Dissemination for Large Scale Complex Critical Infrastructures
An evolutionary-optimised artificial neural network approach for automatic appraisal of Jordanian lands and real properties

NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
Automatic valuation of Jordanian estates using a genetically-optimised artificial neural network approach

WSEAS TRANSACTIONS on SYSTEMS
Mixture model based label association techniques for web accessibility

UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Towards modeling the behavior of physical intruders in a region monitored by a wireless sensor network

Proceedings of the 3rd ACM workshop on Artificial intelligence and security
Missing data imputation using statistical and machine learning methods in a real breast cancer problem

Artificial Intelligence in Medicine
Designing heterogeneous embedded network-on-chip platforms with users in mind

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Supervised learning based power management for multicore processors

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Inferring gender of movie reviewers: exploiting writing style, content and metadata

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Active learning in parallel universes

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Relational feature engineering of natural language processing

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting sequential relationships for familial classification

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
FM radio for indoor localization with spontaneous recalibration

Pervasive and Mobile Computing
A new wrapper feature selection approach using neural network

Neurocomputing
Building binary-tree-based multiclass classifiers using separability measures

Neurocomputing
Context Matching for Realizing Cognitive Wireless Network Segments

Wireless Personal Communications: An International Journal
On supporting identification in a hand-based biometric framework

ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Layered approximation approach to knowledge elicitation in machine learning

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Granular approach for evolving system modeling

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Modeling emotions in violin audio recordings

Proceedings of 3rd international workshop on Machine learning and music
Predicting protein-protein interactions with k-nearest neighbors classification algorithm

CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
Using fuzzy decision tree to handle uncertainty in context deduction

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Reformulated parametric learning based on ordinary differential equations

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Adaptive matchmaking for RESTful services based on hRESTS and MicroWSMO

Proceedings of the 5th International Workshop on Enhanced Web Service Technologies
Improve feature selection method of web page language identification using fuzzy ARTMAP

International Journal of Intelligent Information and Database Systems
A fast visual word frequency - inverse image frequency for detector of rare concepts

CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Towards encoding background knowledge with temporal extent into neural networks

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
The practical assessment of test sets with inductive inference techniques

TAIC PART'10 Proceedings of the 5th international academic and industrial conference on Testing - practice and research techniques
Towards effective recommendation of social data across social networking sites

AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Evaluation of techniques for a learning-driven modeling methodology in multiagent simulation

MATES'10 Proceedings of the 8th German conference on Multiagent system technologies
Comparing scalability prediction strategies on an SMP of CMPs

EuroPar'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part I
Representing, learning and extracting temporal knowledge from neural networks: a case study

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
k-version-space multi-class classification based on k-consistency tests

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Rule extraction from support vector machines: A review

Neurocomputing
Using local alignments for relation recognition

Journal of Artificial Intelligence Research
A survey of paraphrasing and textual entailment methods

Journal of Artificial Intelligence Research
Automatic induction of bellman-error features for probabilistic planning

Journal of Artificial Intelligence Research
Emotion recognition from EEG using higher order crossings

IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Customer Validation of Commercial Predictive Models

Proceedings of the 2010 conference on Data Mining for Business Applications
Towards a Logical Model of Induction from Examples and Communication

Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Towards clausal discovery for stream mining

ILP'09 Proceedings of the 19th international conference on Inductive logic programming
An inductive logic programming approach to validate Hexose binding biochemical knowledge

ILP'09 Proceedings of the 19th international conference on Inductive logic programming
Bayesian classification using DCT features for brain tumor detection

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Improving induction decision trees with parallel genetic programming

EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Feature selection for classifying high-dimensional numerical data

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Fuzzy based clustering algorithm for privacy preserving data mining

International Journal of Business Information Systems
Reinforcement learning based resource allocation in business process management

Data & Knowledge Engineering
Aspect-based sentiment analysis of movie reviews on discussion boards

Journal of Information Science
Learning leg movement patterns using neural oscillators

Proceedings of the 48th Annual Southeast Regional Conference
Generating three binary addition algorithms using reinforcement programming

Proceedings of the 48th Annual Southeast Regional Conference
Human-Readable Rule Generator for Integrating Amino Acid Sequence Information and Stability of Mutant Proteins

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Sequential covering rule induction algorithm for variable consistency rough set approaches

Information Sciences: an International Journal
BASSUM: A Bayesian semi-supervised method for classification feature selection

Pattern Recognition
Recognition of partially occluded and rotated images with a network of spiking neurons

IEEE Transactions on Neural Networks
Robot algorithms for localization of multiple emission sources

ACM Computing Surveys (CSUR)
Integrating neural networks and logistic regression to underpin hyper-heuristic search

Knowledge-Based Systems
Using web sources for improving video categorization

Journal of Intelligent Information Systems
Autonomous discovery of subgoals using acyclic state trajectories

ICICA'10 Proceedings of the First international conference on Information computing and applications
Integrating keywords and semantics on document annotation and search

OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
Test-cost sensitive classification using greedy algorithm on training data

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Taxi-aware map: identifying and predicting vacant taxis in the city

AmI'10 Proceedings of the First international joint conference on Ambient intelligence
Towards ubiquitous acquisition and processing of gait parameters

MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
A similarity-based adaptation of naive bayes for label ranking: application to the metalearning problem of algorithm recommendation

DS'10 Proceedings of the 13th international conference on Discovery science
Scaling up the accuracy of Bayesian classifier based on frequent itemsets by m-estimate

AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Research on mapping mechanism of learning expression

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Parallel implementation of classification algorithms based on MapReduce

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Predicting stock returns by classifier ensembles

Applied Soft Computing
Audio feature engineering for automatic music genre classification

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Data Mining on DNA Sequences of Hepatitis B Virus

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Linguistically-tailored video feedback increases total and positive emotional expression in a structured writing task

Computers in Human Behavior
Deep adaptive networks for image classification

ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
A pattern-recognition approach for driving skill characterization

IEEE Transactions on Intelligent Transportation Systems
IPADE: iterative prototype adjustment for nearest neighbor classification

IEEE Transactions on Neural Networks
An analysis of order dependence in k-NN

AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Inferring compact models of communication protocol entities

ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
A malware detection algorithm based on multi-view fusion

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Multivariate hyperbolic tangent neural network approximation

Computers & Mathematics with Applications
Sensibility of linkage information and effectiveness of estimated distributions

Evolutionary Computation
Accelerated Learning of User Profiles

Management Science
A hybrid approach for estimating document frequencies in unstructured P2P networks

Information Systems
Explanation knowledge graph construction through causality extraction from texts

Journal of Computer Science and Technology
Solving non-stationary bandit problems by random sampling from sibling Kalman filters

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Robot programming by demonstration

SIMPAR'10 Proceedings of the Second international conference on Simulation, modeling, and programming for autonomous robots
Surrounding influenced K-nearest neighbors: a new distance based classifier

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
A rotation invariant face recognition method based on complex network

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
The imbalanced problem in morphological galaxy classification

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Subspace clustering for indexing high dimensional data: a main memory index based on local reductions and individual multi-representations

Proceedings of the 14th International Conference on Extending Database Technology
A new feature selection method based on support vector machines for text categorisation

International Journal of Data Analysis Techniques and Strategies
Purifying data by machine learning with certainty levels

Proceedings of the Third International Workshop on Reliability, Availability, and Security
The politics of comments: predicting political orientation of news stories with commenters' sentiment patterns

Proceedings of the ACM 2011 conference on Computer supported cooperative work
Guest Editorial: Advances in case-based reasoning in the health sciences

Artificial Intelligence in Medicine
Cognitive Radio with Reinforcement Learning Applied to Multicast Downlink Transmission with Power Adjustment

Wireless Personal Communications: An International Journal
Learning random forests for ranking

Frontiers of Computer Science in China
A learning-based contrarian trading strategy via a dual-classifier model

ACM Transactions on Intelligent Systems and Technology (TIST)
Composite ontology matching with uncertain mappings recovery

ACM SIGAPP Applied Computing Review
Text classification on a grid environment

VECPAR'10 Proceedings of the 9th international conference on High performance computing for computational science
Self-organized middle-out abstraction

IWSOS'11 Proceedings of the 5th international conference on Self-organizing systems
Self-supervised web search for any-k complete tuples

Proceedings of the 2nd International Workshop on Business intelligencE and the WEB
Mining software defect data to support software testing management

Applied Intelligence
A data mining approach to guide students through the enrollment process based on academic performance

User Modeling and User-Adapted Interaction
Saving time and memory in computational intelligence system with machine unification and task spooling

Knowledge-Based Systems
One Dependence Value Difference Metric

Knowledge-Based Systems
Exploring discrepancies in findings obtained with the KDD Cup '99 data set

Intelligent Data Analysis
Word co-occurrence features for text classification

Information Systems
Development environment of expert system to operate in real time with industrial automation supervisory system

ACMOS'06 Proceedings of the 8th WSEAS international conference on Automatic control, modeling & simulation
Face recognition via direct search optimized Gabor filters

ICOSSE'06 Proceedings of the 5th WSEAS international conference on System science and simulation in engineering
Context-adaptive pre-processing scheme for robust speech recognition in fast-varying noise environment

Signal Processing
Forensic identification by computer-aided craniofacial superimposition: A survey

ACM Computing Surveys (CSUR)
Ambient intelligence: A survey

ACM Computing Surveys (CSUR)
Improving server power management in research and development data centers

COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Intuition as instinctive dialogue

Computing with instinct
A comparative study for Arabic text classification algorithms based on stop words elimination

Proceedings of the 2011 International Conference on Intelligent Semantic Web-Services and Applications
A data mining technique for data clustering based on genetic algorithm

EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Recommendation-based editor for business process modeling

Data & Knowledge Engineering
Group-oriented services: a shift towards consumer-managed relationships in the telecom industry

Transactions on computational collective intelligence II
An empirical analysis of under-sampling techniques to balance a protein structural class dataset

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Combining multiagent negotiation and an interacting verification process to enhance biometric-based identification

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
A 'non-parametric' version of the naive Bayes classifier

Knowledge-Based Systems
Learning approaches for developing successful seller strategies in dynamic supply chain management

Information Sciences: an International Journal
Using self-aware agents to analyze public self-consciousness in the iterated prisoner's dilemma

Simulation
Recent methods for software effort estimation by analogy

ACM SIGSOFT Software Engineering Notes
Pattern recognition in wireless sensor networks in presence of sensor failures

NNECFSIC'12 Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation
Activity recognition based on RFID object usage for smart mobile devices

Journal of Computer Science and Technology
Brainy: effective selection of data structures

Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation
Distributed denial of service attack detection using an ensemble of neural classifier

Computer Communications
Help-Training for semi-supervised support vector machines

Pattern Recognition
A detailed investigation into low-level feature detection in spectrogram images

Pattern Recognition
Using phase space reconstruction for patient independent heartbeat classification in comparison with some benchmark methods

Computers in Biology and Medicine
Subtractive clustering attribute weighting (SCAW) to discriminate the traffic accidents on Konya-Afyonkarahisar highway in Turkey with the help of GIS: A case study

Advances in Engineering Software
MDR: performance model driven runtime for heterogeneous parallel platforms

Proceedings of the international conference on Supercomputing
A new N-gram feature extraction-selection method for malicious code

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Knowledge source confidence measure applied to a rule-based recognition system

ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Context-sensitive query expansion over the bipartite graph model for web service search

DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
A new co-training-style random forest for computer aided diagnosis

Journal of Intelligent Information Systems
A novel multi-view learning developed from single-view patterns

Pattern Recognition
Discriminative deep belief networks for visual data classification

Pattern Recognition
Ontology-based recommendation for points of interest retrieved from multiple data sources

Proceedings of the International Workshop on Semantic Web Information Management
Abandoning objectives: Evolution through the search for novelty alone

Evolutionary Computation
Reducing the effort of bug report triage: Recommenders for development-oriented decisions

ACM Transactions on Software Engineering and Methodology (TOSEM)
Feedback driven adaptive combinatorial testing

Proceedings of the 2011 International Symposium on Software Testing and Analysis
Early stopping criteria to counteract overfitting in genetic programming

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Random artificial incorporation of noise in a learning classifier system environment

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Recovering semantics of tables on the web

Proceedings of the VLDB Endowment
Compositional Bayesian modelling for computation of evidence collection strategies

Applied Intelligence
An empirical study of functional complexity as an indicator of overfitting in genetic programming

EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Geometric generalisation of surrogate model based optimisation to combinatorial spaces

EvoCOP'11 Proceedings of the 11th European conference on Evolutionary computation in combinatorial optimization
A comparison of machine learning methods for the prediction of breast cancer

EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
A preliminary investigation of overfitting in evolutionary driven model induction: implications for financial modelling

EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Parametric optimization of artificial neural networks for signal approximation applications

Proceedings of the 49th Annual Southeast Regional Conference
Evaluating the impact of the number of access points in mobile robots localization using artificial neural networks

Proceedings of the 5th International Conference on Communication System Software and Middleware
Distributed learning with data reduction

Transactions on computational collective intelligence IV
Matching unstructured product offers to structured product specifications

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A hybrid intelligent system for generic decision for PID controllers design in open-loop

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Probabilistic rule learning

ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Stochastic refinement

ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Literature mining of blood flow regulatory mechanisms for finding cross context relations

Proceedings of the 12th International Conference on Computer Systems and Technologies
Managing change in self-adaptive software systems

Proceedings of the 12th International Conference on Computer Systems and Technologies
Using a Wikipedia-based semantic relatedness measure for document clustering

TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Meta-learning based optimization of metabolic pathway data-mining inference system

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
The Bayesian pursuit algorithm: a new family of estimator learning automata

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Comparing machine learning approaches for context-aware composition

SC'11 Proceedings of the 10th international conference on Software composition
Opinion classification techniques applied to a Spanish corpus

NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Approximate achievability in event databases

ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
An automated prompting system for smart environments

ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Machine learning methods in character recognition

RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Author identification in bengali literary works

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A logarithmic time complexity algorithm for pattern searching using product-sum property

Computers & Mathematics with Applications
Discovery of probabilistic mappings between taxonomies: principles and experiments

Journal on data semantics XV
An adaptive neural network-based method for tile replacement in a web map cache

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
Evaluation of feature combination approaches for text categorisation

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Activity recognition: an evolutionary ensembles approach

Proceedings of the 2011 international workshop on Situation activity & goal awareness
Urban mobility study using taxi traces

Proceedings of the 2011 international workshop on Trajectory data mining and analysis
Feedforward neural networks for compound signals

Theoretical Computer Science
On using prototype reduction schemes to optimize locally linear reconstruction methods

Pattern Recognition
Multiclass classification with potential function rules: Margin distribution and generalization

Pattern Recognition
On fast deep nets for AGI vision

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
From sensorimotor graphs to rules: an agent learns from a stream of experience

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Philosophically inspired concept acquisition for artificial general intelligence

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
RP-Tree: rare pattern tree mining

DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Boosting inspired process for improving AUC

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Investigation in transfer learning: better way to apply transfer learning between agents

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
A machine learning and data mining framework to enable evolutionary improvement in trauma triage

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Resource-aware on-line RFID localization using proximity data

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Learning from label proportions by optimizing cluster model selection

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Argumentation strategies for plan resourcing

The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Privacy preserving tree augmented Naïve bayesian multi-party implementation on horizontally partitioned databases

TrustBus'11 Proceedings of the 8th international conference on Trust, privacy and security in digital business
Towards effective event detection, tracking and summarization on microblog data

WAIM'11 Proceedings of the 12th international conference on Web-age information management
Development of syllable-based text to speech synthesis system in Bengali

International Journal of Speech Technology
PDA-SVM Hybrid: A Unified Model for Kernel-Based Supervised Classification

Journal of Signal Processing Systems
On some method for limited services selection

International Journal of Intelligent Information and Database Systems
A novel ensemble algorithm for biomedical classification based on Ant Colony Optimization

Applied Soft Computing
An evolutionary framework using particle swarm optimization for classification method PROAFTN

Applied Soft Computing
Visualization of learner's state and learning paths with knowledge structures

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
On parameter tuning in search based software engineering

SSBSE'11 Proceedings of the Third international conference on Search based software engineering
Using knowledge integration techniques for user profile adaptation method in document retrieval systems

Transactions on computational collective intelligence V
Probabilistic rule learning in nonmonotonic domains

CLIMA'11 Proceedings of the 12th international conference on Computational logic in multi-agent systems
A comparison of evaluation metrics for document filtering

CLEF'11 Proceedings of the Second international conference on Multilingual and multimodal information access evaluation
New drift detection method for data streams

ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Admission control for webservices in enterprise systems using expert systems

WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
Defense against DNS man-in-the-middle spoofing

WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
Adversarial machine learning

Proceedings of the 4th ACM workshop on Security and artificial intelligence
A nonparametric classification method based on K-associated graphs

Information Sciences: an International Journal
A methodology for mining document-enriched heterogeneous information networks

DS'11 Proceedings of the 14th international conference on Discovery science
Context-aware personal route recognition

DS'11 Proceedings of the 14th international conference on Discovery science
Incremental learning in AttributeNets with dynamic reduct and IQuickReduct

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
On the power of global reward signals in reinforcement learning

MATES'11 Proceedings of the 9th German conference on Multiagent system technologies
A methodology for learning players| styles from game records

International Journal of Artificial Intelligence and Soft Computing
Systematic literature review of machine learning based software development effort estimation models

Information and Software Technology
Classification Based on Specific Vocabulary

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Phoneme Based Representation for Vietnamese Web Page Classification

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
DC proposal: ontology learning from noisy linked data

ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Sensing urban mobility with taxi flow

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Identification of live news events using Twitter

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Automatic Assessment of Document Quality in Web Collaborative Digital Libraries

Journal of Data and Information Quality (JDIQ)
Exploiting ontological relations for automatic semantic tag recommendation

Proceedings of the 7th International Conference on Semantic Systems
Duplicate detection through structure optimization

Proceedings of the 20th ACM international conference on Information and knowledge management
Discovering customer intent in real-time for streamlining service desk conversations

Proceedings of the 20th ACM international conference on Information and knowledge management
Mining churning behaviors and developing retention strategies based on a partial least squares (PLS) model

Decision Support Systems
An interval set model for learning rules from incomplete information table

International Journal of Approximate Reasoning
Semi-supervised learning guided by the modularity measure in complex networks

Neurocomputing
A genetic algorithm-based rule extraction system

Applied Soft Computing
Multiple-View Multiple-Learner Semi-Supervised Learning

Neural Processing Letters
Text mining and probabilistic language modeling for online review spam detection

ACM Transactions on Management Information Systems (TMIS)
ProbPoly: a probabilistic inductive logic programming framework with application in model checking

Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering
Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks

Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Algorithm portfolio selection as a bandit problem with unbounded losses

Annals of Mathematics and Artificial Intelligence
Bilinear deep learning for image classification

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Assessing test adequacy for black-box systems without specifications

ICTSS'11 Proceedings of the 23rd IFIP WG 6.1 international conference on Testing software and systems
Viewing experience optimization based on adaptive requesting window adjustment in peer-to-peer media streaming

Computers and Electrical Engineering
Classification of time series generation processes using experimental tools: a survey and proposal of an automatic and systematic approach

International Journal of Computational Science and Engineering
Using OVA modeling to improve classification performance for large datasets

Expert Systems with Applications: An International Journal
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering

Journal of Biomedical Informatics
A geostatistical framework for categorical spatial data modeling

SIGSPATIAL Special
The implementation of the emotion recognition from speech and facial expression system

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Conceptual modeling with neural network for giftedness identification and education

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Boosting input/output hidden markov models for sequence classification

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Learning in BDI multi-agent systems

CLIMA IV'04 Proceedings of the 4th international conference on Computational Logic in Multi-Agent Systems
Consistency conditions of the expert rule set in the probabilistic pattern recognition

CIS'04 Proceedings of the First international conference on Computational and Information Science
Classifying criminal charges in chinese for web-based legal services

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Core: a search and browsing tool for semantic instances of web sites

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Mining relational association rules for propositional classification

AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Disease classification from capillary electrophoresis: mass spectrometry

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Comparing fuzzy naive bayes and gaussian naive bayes for decision making in robocup 3d

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Generalization rules for binarized descriptors

ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Two-Stage classifier for diagnosis of hypertension type

ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Adapting the point of view for behavior-based navigation

CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data

Information Systems Research
Characterizing Mammography Reports for Health Analytics

Journal of Medical Systems
A prototype classifier based on gravitational search algorithm

Applied Soft Computing
Watch the Story Unfold with TextWheel: Visualization of Large-Scale News Streams

ACM Transactions on Intelligent Systems and Technology (TIST)
Active contour with neural networks-based information fusion kernel

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A butler agent for personalized house control

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Content-Based image filtering for recommendation

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Exploring phrase-based classification of judicial documents for criminal charges in chinese

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Measuring constraint-set utility for partitional clustering algorithms

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Integrating pattern mining in relational databases

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
When efficient model averaging out-performs boosting and bagging

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Prediction improvement via smooth component analysis and neural network mixing

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
System of systems hazard analysis using simulation and machine learning

SAFECOMP'06 Proceedings of the 25th international conference on Computer Safety, Reliability, and Security
Automatically evolving rule induction algorithms

ECML'06 Proceedings of the 17th European conference on Machine Learning
Cost-Sensitive decision tree learning for forensic classification

ECML'06 Proceedings of the 17th European conference on Machine Learning
Improvement of decision accuracy using discretization of continuous attributes

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Spam behavior recognition based on session layer data mining

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
User preference through learning user profile for ubiquitous recommendation systems

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A semi-naive bayesian learning method for utilizing unlabeled data

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Combined gene selection methods for microarray data analysis

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Constructing geo-ontologies by reification of observation data

Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Pattern analysis of movement behavior of medaka (oryzias latipes): a decision tree approach

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Alignment of biomedical ontologies using life science literature

KDLL'06 Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature
Genetic programming, validation sets, and parsimony pressure

EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Iterative filter generation using genetic programming

EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Generation of comprehensible hypotheses from gene expression data

BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
A machine learning application for human resource data mining problem

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A novel discretizer for knowledge discovery approaches based on rough sets

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Immune-Based optimization of predicting neural networks

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Three classifiers for acute abdominal pain diagnosis – comparative study

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
A new test system for stability measurement of marker gene selection in DNA microarray data analysis

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Protein classification with multiple algorithms

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Exploiting temporal information in functional magnetic resonance imaging brain data

MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Understanding protein structure prediction using SVM_DT

ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
Nonlinear modeling of dynamic cerebral autoregulation using recurrent neural networks

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Predicting fraudulent financial statements with machine learning techniques

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Algorithms and software for collaborative discovery from autonomous, semantically heterogeneous, distributed information sources

ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Hexagon-based q-learning to find a hidden target object

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Combining contents and citations for scientific document classification

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Some propositions of information fusion for pattern recognition with context task

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Spying out accurate user preferences for search engine adaptation

WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Markov blankets and meta-heuristics search: sentiment extraction from unstructured texts

WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Interactions between stereotypes

AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A focused crawler with document segmentation

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
An empirical study of Hoeffding racing for model selection in k-nearest neighbor classification

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Fusion of rule-based and sample-based classifiers: probabilistic approach

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Intrusion detection of DoS/DDoS and probing attacks for web services

WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Learning to integrate web taxonomies with fine-grained relations: a case study using maximum entropy model

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Collaboratively shared information retrieval model for e-learning

ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
BBS based hot topic retrieval using back-propagation neural network

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Influence of WSD on cross-language information retrieval

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Mining table information on the internet

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Trading precision for speed: localised similarity functions

CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Combining attention and value maps

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Lamarckian clonal selection algorithm with application

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Classification of movement-related potentials for brain-computer interface: a reinforcement training approach

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A new multi-criteria convex quadratic programming model for credit analysis

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Segmentation of software engineering datasets using the m5 algorithm

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Decision mining in prom

BPM'06 Proceedings of the 4th international conference on Business Process Management
A framework for building web mining applications in the world of blogs: A case study in product sentiment analysis

Expert Systems with Applications: An International Journal
Perceptually grounded self-diagnosis and self-repair of domain knowledge

Knowledge-Based Systems
An analytic approach to better understanding and management of coronary surgeries

Decision Support Systems
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
A hybrid fuzzy-genetic algorithm

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A hybrid learning strategy for discovery of policies of action

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Time-Space ensemble strategies for automatic music genre classification

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Learning similarity metrics from case solution similarity

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Adapting document ranking to users’ preferences using click-through data

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Learning to separate text content and style for classification

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Extracting web data using instance-based learning

WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Improvement of detection ability according to optimum selection of measures based on statistical approach

CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology
Text mining using markov chains of variable length

Proceedings of the 2005 international conference on Federation over the Web
Mining structural databases: an evolutionary multi-objetive conceptual clustering methodology

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Optimal selection of microarray analysis methods using a conceptual clustering algorithm

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Using physiological signals to evolve art

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Synthesising timbres and timbre-changes from adjectives/adverbs

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Exploring query matrix for support pattern based classification learning

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
A multi-stage chinese collocation extraction system

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
SLIT: designing complexity penalty for classification and regression trees using the SRM principle

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Learning classifiers from distributed, ontology-extended data sources

DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
On text mining algorithms for automated maintenance of hierarchical knowledge directory

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Learning with local drift detection

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Learning semantic user profiles from text

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
K nearest neighbor edition to guide classification tree learning: motivation and experimental results

Data Mining
Emergent cooperation in robocup: a review

RoboCup 2005
General-Purpose learning machine using k-nearest neighbors algorithm

RoboCup 2005
Examples of integration of induction and deduction in knowledge discovery

Reasoning, Action and Interaction in AI Theories and Systems
Learning opponent's preferences for effective negotiation: an approach based on concept learning

Autonomous Agents and Multi-Agent Systems
"Andromaly": a behavioral malware detection framework for android devices

Journal of Intelligent Information Systems
An inductive database system based on virtual mining views

Data Mining and Knowledge Discovery
A hybrid cognitive/reactive intelligent agent autonomous path planning technique in a networked-distributed unstructured environment for reinforcement learning

The Journal of Supercomputing
Meta-cognitive Neural Network for classification problems in a sequential learning framework

Neurocomputing
Nature inspiration for support vector machines

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A similarity search algorithm to predict protein structures

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Domain knowledge assimilation by learning complex concepts

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Content-based retrieval and classification of ultrasound medical images of ovarian cysts

ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Extracting semantic taxonomies of nouns from a korean MRD using a small bootstrapping thesaurus and a machine learning approach

NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Text categorization based on subtopic clusters

NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Pattern classification and recognition of movement behavior of medaka (Oryzias Latipes) using decision tree

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Data mining methods for anomaly detection of HTTP request exploitations

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
A three-step preprocessing algorithm for minimizing e-mail document's atypical characteristics

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
“Rule + exception” strategies for knowledge management and discovery

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Selecting interesting articles using their similarity based only on positive examples

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Automatic annotation of corpora for text summarisation: a comparative study

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Techniques for improving the performance of naive bayes for text classification

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Supervised coreference resolution with SUCRE

CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Statistical process control for validating a classification tree model for predicting mortality - A novel approach towards temporal validation

Journal of Biomedical Informatics
Geometrical interpretation and applications of membership functions with fuzzy rough sets

Fuzzy Sets and Systems
AquaLog: an ontology-portable question answering system for the semantic web

ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
Dynamic classifier integration method

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
A novel web page categorization algorithm based on block propagation using query-log information

WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Spiral multi-aspect hepatitis data mining

AM'03 Proceedings of the Second international conference on Active Mining
Improving customer experience via text mining

DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
Tarpeian bloat control and generalization accuracy

EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Incorporating confidence in a naive bayesian classifier

UM'05 Proceedings of the 10th international conference on User Modeling
Visualizing very large graphs using clustering neighborhoods

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Knowledge-Based sampling for subgroup discovery

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Missing values imputation for a clustering genetic algorithm

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Hexagon-Based q-learning for object search with multiple robots

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Mining data by query-based error-propagation

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Analyzing conflicts with concept-based learning

ICCS'05 Proceedings of the 13th international conference on Conceptual Structures: common Semantics for Sharing Knowledge
Information release control: a learning-based architecture

Journal on Data Semantics II
Personalization for the web: learning user preferences from text

From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Decentralized reputation-based trust for assessing agent reliability under aggregate feedback

Trusting Agents for Trusting Electronic Societies
Galois connections in data analysis: contributions from the soviet era and modern russian research

Formal Concept Analysis
Modeling the organoleptic properties of matured wine distillates

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Bagging random trees for estimation of tissue softness

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Abstract policy evaluation for reactive agents

SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Feature-Discovering approximate value iteration methods

SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Protein cellular localization with multiclass support vector machines and decision trees

BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
Machine learning techniques for predicting bacillus subtilis promoters

BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
Learning user profiles from text in e-commerce

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
An ensemble of case-based classifiers for high-dimensional biological domains

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Generating estimates of classification confidence for a case-based spam filter

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Soft computing approach to performance analysis of parallel and distributed programs

Euro-Par'05 Proceedings of the 11th international Euro-Par conference on Parallel Processing
An approach to performance prediction for parallel applications

Euro-Par'05 Proceedings of the 11th international Euro-Par conference on Parallel Processing
Reduced-State SARSA featuring extended channel reassignment for dynamic channel allocation in mobile cellular networks

ICN'05 Proceedings of the 4th international conference on Networking - Volume Part II
A dynamic adaptive sampling algorithm (DASA) for real world applications: finger print recognition and face recognition

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Improved bayesian spam filtering based on co-weighted multi-area information

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Subspace clustering of text documents with feature weighting k-means algorithm

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Automated keyphrase extraction: assisting students in the search for online materials

AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
A simple, structure-sensitive approach for web document classification

AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Data mining with scatter search

EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
Reinforcement learning based on multi-agent in robocup

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Self-poised ensemble learning

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Analysis of feature rankings for classification

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
A hybrid discretization method for naïve Bayesian classifiers

Pattern Recognition
Building semantic digital libraries: automated ontology linking by associative naïve bayes classifier

ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Yet another induction algorithm

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A hybrid decision tree – artificial neural networks ensemble approach for kidney transplantation outcomes prediction

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Breeding value classification in manchego sheep: a study of attribute selection and construction

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Learning plans with patterns of actions in bounded-rational agents

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
On the fixed-parameter enumerability of cluster editing

WG'05 Proceedings of the 31st international conference on Graph-Theoretic Concepts in Computer Science
Inferring rules for finding syllables in spanish

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
CrossMine: efficient classification across multiple database relations

Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
A three-way decision approach to email spam filtering

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Semi-supervised probability propagation on instance-attribute graphs

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Improving bayesian learning using public knowledge

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Parallel reductions: an application of adaptive algorithm selection

LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing
Methods for combining statistical models of music

CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval
Opinion filtered recommendation trust model in peer-to-peer networks

AP2PC'04 Proceedings of the Third international conference on Agents and Peer-to-Peer Computing
Augmenting string-to-tree translation models with fuzzy use of source-side syntax

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Period disambiguation with maxent model

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Using multiple discriminant analysis approach for linear text segmentation

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Finding taxonomical relation from an MRD for thesaurus extension

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Relative compositionality of multi-word expressions: a study of verb-noun (v-n) collocations

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Boosted decision trees for diagnosis type of hypertension

ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Markov chains pattern recognition approach applied to the medical diagnosis tasks

ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Hybrid minimal spanning tree and mixture of gaussians based clustering algorithm

FoIKS'06 Proceedings of the 4th international conference on Foundations of Information and Knowledge Systems
Combining bayesian networks, k nearest neighbours algorithm and attribute selection for gene expression data analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Cost-Sensitive decision trees with multiple cost scales

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Towards efficient imputation by nearest-neighbors: a clustering-based approach

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A comparison of text-categorization methods applied to n-gram frequency statistics

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
On the behavior of SVM and some older algorithms in binary text classification tasks

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Gene Co-Adaboost: a semi-supervised approach for classifying gene expression data

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
On knowledge-based editorial design system

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Learning logic rules for scene interpretation based on markov logic networks

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Embodied moving-target seeking with prediction and planning

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Towards an inductive methodology for ontology alignment through instance negotiation

ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Features combination for extracting gene functions from MEDLINE

ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Fractional distance measures for content-based image retrieval

ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Traffic classification using a statistical approach

PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Bayesian learning with local support vector machines for cancer classification with gene expression data

EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Understanding expressive music performance using genetic algorithms

EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
A survey of Intrusion Detection Systems for Wireless Sensor Networks

International Journal of Ad Hoc and Ubiquitous Computing
Impact of data characteristics on recommender systems performance

ACM Transactions on Management Information Systems (TMIS)
Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods

Expert Systems with Applications: An International Journal
Searching for rules to detect defective modules: A subgroup discovery approach

Information Sciences: an International Journal
On efficient music genre classification

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
CMC: combining multiple schema-matching strategies based on credibility prediction

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Lamarckian clonal selection algorithm based function optimization

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Web usage mining using support vector machine

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
ARGEN + AREPO: improving the search process with artificial genetic engineering

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Guiding inference through relational reinforcement learning

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Distance based generalisation

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Learning closed sets of labeled graphs for chemical applications

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Probabilistic first-order theory revision from examples

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Movement analysis of medaka (Oryzias Latipes) for an insecticide using decision tree

DS'05 Proceedings of the 8th international conference on Discovery Science
Learning on-line classification via decorrelated LMS algorithm: application to brain-computer interfaces

DS'05 Proceedings of the 8th international conference on Discovery Science
Intrusion detection system using sequence and set preserving metric

ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Data mining coupled conceptual spaces for intelligent agents in data-rich environments

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
GoNTogle: a tool for semantic annotation and search

ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Advances in detecting parkinson's disease

ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Wrist pulse diagnosis using LDA

ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Privacy in data mining using formal methods

TLCA'05 Proceedings of the 7th international conference on Typed Lambda Calculi and Applications
Topic-specific text filtering based on multiple reducts

AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Market-based recommender systems: learning users' interests by quality classification

AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
A systematic approach for including machine learning in multi-agent systems

AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
The medical applications of attribute weighted artificial immune system (AWAIS): diagnosis of heart and diabetes diseases

ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Graphical data displays and database queries: helping users select the right display for the task

SG'05 Proceedings of the 5th international conference on Smart Graphics
Combining rule-based and sample-based classifiers – probabilistic approach

BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Privacy preserving clustering

ESORICS'05 Proceedings of the 10th European conference on Research in Computer Security
Learning conditional abstractions

Proceedings of the International Conference on Formal Methods in Computer-Aided Design
An association mining method for time series and its application in the stock prices of TFT-LCD industry

ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
Quality measures and semi-automatic mining of diagnostic rule bases

INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
Modelling Shared Attention Through Relational Reinforcement Learning

Journal of Intelligent and Robotic Systems
Investigating Smart Sampling as a population initialization method for Differential Evolution in continuous problems

Information Sciences: an International Journal
Automatic recommendation of classification algorithms based on data set characteristics

Pattern Recognition
Generating inspiration for agent design by reinforcement learning

Information and Software Technology
Using decision trees to improve program-based and profile-based static branch prediction

ACSAC'05 Proceedings of the 10th Asia-Pacific conference on Advances in Computer Systems Architecture
Towards an information-theoretic framework for analyzing intrusion detection systems

ESORICS'06 Proceedings of the 11th European conference on Research in Computer Security
VisTree: generic decision tree inducer and visualizer

DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
Efficient privacy preserving k-means clustering

PAISI'10 Proceedings of the 2010 Pacific Asia conference on Intelligence and Security Informatics
OVA scheme vs. single machine approach in feature selection for microarray datasets

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
An intelligent manufacturing process diagnosis system using hybrid data mining

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Connectionist approaches for predicting mouse gene function from gene expression

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Using weighted combination-based methods in ensembles with different levels of diversity

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A competitive co-evolving support vector clustering

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Personalized search results with user interest hierarchies learnt from bookmarks

WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Using MDL for grammar induction

ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
PowerLine positioning: a practical sub-room-level indoor location system for domestic use

UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Structured literature image finder: extracting information from text and images in biomedical literature

ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology
Multi-party argument from experience

ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Aspectizing multi-agent systems: from architecture to implementation

Software Engineering for Multi-Agent Systems III
Data driven approaches to speech and language processing

Nonlinear Speech Modeling and Applications
Analogy-based reasoning in classifier construction

Transactions on Rough Sets IV
Application of decision trees to smart homes

Designing Smart Homes
Ambient diagnostics

Ambient Intelligence for Scientific Discovery
Behavior-Based indoor navigation

Ambient Intelligence for Scientific Discovery
Incremental versus non-incremental rule induction for multicriteria classification

Transactions on Rough Sets II
A paradigm of a pervasive multimodal multimedia computing system for the visually-impaired users

GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
Research Note---The Halo Effect in Multicomponent Ratings and Its Implications for Recommender Systems: The Case of Yahoo! Movies

Information Systems Research
A novel business cycle surveillance system using the query logs of search engines

Knowledge-Based Systems
Identifying malignant transformations in recurrent low grade gliomas using high resolution magic angle spinning spectroscopy

Artificial Intelligence in Medicine
fMRI brain data classification using cellular automata

AIC'10/BEBI'10 Proceedings of the 10th WSEAS international conference on applied informatics and communications, and 3rd WSEAS international conference on Biomedical electronics and biomedical informatics
Document space adapted ontology: application in query enrichment

NLDB'06 Proceedings of the 11th international conference on Applications of Natural Language to Information Systems
Category-Based audience metrics for web site content improvement using ontologies and page classification

NLDB'06 Proceedings of the 11th international conference on Applications of Natural Language to Information Systems
Modified naïve bayes classifier for e-catalog classification

DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Evaluation of ERST – an external representation selection tutor

Diagrams'06 Proceedings of the 4th international conference on Diagrammatic Representation and Inference
Object recognition for obstacle avoidance in mobile robots

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Adaptation in educational hypermedia based on the classification of the user profile

ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Learning styles diagnosis based on user interface behaviors for the customization of learning interfaces in an intelligent tutoring system

ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Efficient filtering query indexing in data stream

WISE'06 Proceedings of the 7th international conference on Web Information Systems
TreeWrapper: automatic data extraction based on tree representation

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Advances on automated multiple view inspection

PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
New malicious code detection using variable length n-grams

ICISS'06 Proceedings of the Second international conference on Information Systems Security
From design errors to design opportunities using a machine learning approach

PAKM'06 Proceedings of the 6th international conference on Practical Aspects of Knowledge Management
Machine learning for signature verification

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
An empirical study on the feature's type effect on the automatic classification of arabic documents

CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
An integrated distance for atoms

FLOPS'10 Proceedings of the 10th international conference on Functional and Logic Programming
Compactness in spatial decision support: a literature review

ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part I
An interactive hybrid system for identifying and filtering unsolicited e-mail

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Fusion of domain knowledge for dynamic learning in transcriptional networks

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Decision making association rules for recognition of differential gene expression profiles

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Introspective knowledge revision in textual case-based reasoning

ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Runtime estimation using the case-based reasoning approach for scheduling in a grid environment

ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
A reinforcement learning approach for the flexible job shop scheduling problem

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
QoS-Driven proactive adaptation of service composition

ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
Automatic identification of web query interfaces

MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Improving the MLP learning by using a method to calculate the initial weights of the network based on the quality of similarity measure

MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Bootstrapping domain ontology for semantic web services from source web sites

TES'05 Proceedings of the 6th international conference on Technologies for E-Services
Mining staff assignment rules from event-based data

BPM'05 Proceedings of the Third international conference on Business Process Management
Exploiting lexical knowledge in learning user profiles for intelligent information access to digital collections

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
WEBARC: website archival using a structured approach

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Using sub-sequence information with kNN for classification of sequential data

ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
PAQ: time series forecasting for approximate query answering in sensor networks

EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
On the use of variable-size fuzzy clustering for classification

MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Recognizing chords with EDS: part one

CMMR'05 Proceedings of the Third international conference on Computer Music Modeling and Retrieval
Authorship Attribution Based on Specific Vocabulary

ACM Transactions on Information Systems (TOIS)
Multi-lingual detection of terrorist content on the web

WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Sprinkling: supervised latent semantic indexing

ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Feature selection for dimensionality reduction

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Probabilistic approaches to tag recommendation in a social bookmarking network

PRIMA'10 Proceedings of the 13th international conference on Principles and Practice of Multi-Agent Systems
Towards qualitative reasoning for policy decision support in demonstrations

AAMAS'11 Proceedings of the 10th international conference on Advanced Agent Technology
The design of a vision-based motion performance system

ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Correlating binding site residues of the protein and ligand features to its functionality

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
An improved CART decision tree for datasets with irrelevant feature

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Performance optimization on a supercomputer with cTuning and the PGI compiler

Proceedings of the 2nd International Workshop on Adaptive Self-Tuning Computing Systems for the Exaflop Era
Empirical argumentation: integrating induction and argumentation in MAS

ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
On the benefits of argumentation-derived evidence in learning policies

ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Selective integration of background knowledge in TCBR systems

ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Using case-based tests to detect gray cygnets

ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Towards a similarity metric for comparing machine-readable privacy policies

iNetSec'11 Proceedings of the 2011 IFIP WG 11.4 international conference on Open Problems in Network Security
A model for using machine learning in smart environments

GPC'11 Proceedings of the 6th international conference on Grid and Pervasive Computing
Medicinal property knowledge extraction from herbal documents for supporting question answering system

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
A convergent multiagent reinforcement learning approach for a subclass of cooperative stochastic games

ALA'11 Proceedings of the 11th international conference on Adaptive and Learning Agents
A predictive model for the temporal dynamics of information diffusion in online social networks

Proceedings of the 21st international conference companion on World Wide Web
A rule based approach to group recommender systems

MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Automatic static feature generation for compiler optimization problems

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
A model-based EM method for topic person name multi-polarization

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Towards more accurate retrieval of duplicate bug reports

ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods

Journal of Medical Systems
Bayesian forecaster using class-based optimization

Applied Intelligence
A multi-agent recommender system for supporting device adaptivity in e-Commerce

Journal of Intelligent Information Systems
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

Data Mining and Knowledge Discovery
Empirical comparisons of various discriminative language models for speech recognition

ROCLING '11 Proceedings of the 23rd Conference on Computational Linguistics and Speech Processing
Feature analysis of Chinese textual entailment system

ROCLING '11 ROCLING 2011 Poster Papers
An associative memory approach to medical decision support systems

Computer Methods and Programs in Biomedicine
Regroup: interactive machine learning for on-demand group creation in social networks

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tag, you can see it!: using tags for access control in photo sharing

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Online windowed subsequence matching over probabilistic sequences

SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Classifying the risk of work related low back disorders due to manual material handling tasks

Expert Systems with Applications: An International Journal
Assessing the quality and cleaning of a software project dataset: an experience report

EASE'06 Proceedings of the 10th international conference on Evaluation and Assessment in Software Engineering
Sciduction: combining induction, deduction, and structure for verification and synthesis

Proceedings of the 49th Annual Design Automation Conference
EA-tracer: identifying traceability links between code aspects and early aspects

Proceedings of the 27th Annual ACM Symposium on Applied Computing
An architecture-centered framework for developing blog crawlers

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Filter versus wrapper gene selection approaches in DNA microarray domains

Artificial Intelligence in Medicine
Integrating classification trees with local logistic regression in Intensive Care prognosis

Artificial Intelligence in Medicine
Comprehensible evaluation of prognostic factors and prediction of wound healing

Artificial Intelligence in Medicine
Prediction of diagnosis in patients with early arthritis using a combined Kohonen mapping and instance-based evaluation criterion

Artificial Intelligence in Medicine
A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets

Artificial Intelligence in Medicine
Knowledge-based approach to septic shock patient data using a neural network with trapezoidal activation functions

Artificial Intelligence in Medicine
Active associative sampling for author name disambiguation

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Reinforcement Programming

Computational Intelligence
Probabilistic argumentation frameworks

TAFA'11 Proceedings of the First international conference on Theory and Applications of Formal Argumentation
Automatic taxonomy extraction in different languages using wikipedia and minimal language-specific information

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Dyna-H: A heuristic planning reinforcement learning algorithm applied to role-playing game strategy decision systems

Knowledge-Based Systems
RetriBlog: a framework for creating blog crawlers

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Identification of related gene/protein names based on an HMM of name variations

Computational Biology and Chemistry
A novel hybrid intelligent classifier to obtain the controller tuning parameters for temperature control

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Drift detection and model selection algorithms: concept and experimental evaluation

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
User oriented trajectory search for trip recommendation

Proceedings of the 15th International Conference on Extending Database Technology
Inductive learning models with missing values

Mathematical and Computer Modelling: An International Journal
Wrappers for web access logs feature selection

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Automatic reasoner selection using machine learning

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A study of the single point mutation loci in the hepatitis b virus sequences via optimal risk and preventive sets with weights

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Computing resource prediction for mapreduce applications using decision tree

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
HotDigg: finding recent hot topics from digg

DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Effective next-items recommendation via personalized sequential pattern mining

DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
Optimized composition of performance-aware parallel components

Concurrency and Computation: Practice & Experience
Univariate hyperbolic tangent neural network approximation

Mathematical and Computer Modelling: An International Journal
Leveraging unlabeled data to scale blocking for record linkage

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Integrating learning into a BDI Agent for environments with changing dynamics

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Improving the diagnosis of mild hypertrophic cardiomyopathy with MapReduce

Proceedings of third international workshop on MapReduce and its Applications Date
Ontologies and the brain: Using spreading activation through ontologies to support personal interaction

Cognitive Systems Research
K Nearest Neighbor Equality: Giving equal chance to all existing classes

Information Sciences: an International Journal
Machine learning for medical diagnosis: history, state of the art and perspective

Artificial Intelligence in Medicine
A new unsupervised feature selection method for text clustering based on genetic algorithms

Journal of Intelligent Information Systems
Spatial co-evolution: quicker, fitter and less bloated

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Managing software requirements changes based on negotiation-style revision

Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Content classification of development emails

Proceedings of the 34th International Conference on Software Engineering
Active refinement of clone anomaly reports

Proceedings of the 34th International Conference on Software Engineering
Learning strategies for task delegation in norm-governed environments

Autonomous Agents and Multi-Agent Systems
Technological research plan for active ageing

Information Systems Frontiers
Foundation of mining class-imbalanced data

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A qualitative reputation system for multiagent systems with protocol-based communication

Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Mal-ID: automatic malware detection using common segment analysis and meta-features

The Journal of Machine Learning Research
Dynamic channel selection with reinforcement learning for cognitive WLAN over fiber

International Journal of Communication Systems
Mining of classification patterns in clinical data through data mining algorithms

Proceedings of the International Conference on Advances in Computing, Communications and Informatics
COV4SWS.KOM: information quality-aware matchmaking for semantic services

ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Automated approaches for detecting integration in student essays

ITS'12 Proceedings of the 11th international conference on Intelligent Tutoring Systems
Smooth component analysis and MSE decomposition for ensemble methods

KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
A survey in the area of machine learning and its application for software quality prediction

ACM SIGSOFT Software Engineering Notes
A few useful things to know about machine learning

Communications of the ACM
A semi-supervised approach to modeling web search satisfaction

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Predicting quality flaws in user-generated content: the case of wikipedia

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A brief survey of automatic methods for author name disambiguation

ACM SIGMOD Record
Auditing consistency and usefulness of LOINC use among three large institutions - Using version spaces for grouping LOINC codes

Journal of Biomedical Informatics
Regularized multi-view learning machine based on response surface technique

Neurocomputing
A system for behavior prediction based on neural signals

Neurocomputing
Integrating a differential evolution feature weighting scheme into prototype generation

Neurocomputing
Subscriber classification within telecom networks utilizing big data technologies and machine learning

Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Randomizing smartphone malware profiles against statistical mining techniques

DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
An Evolutionary Algorithm Approach for Feature Generation from Sequence Data and Its Application to DNA Splice Site Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Transductive relational classification in the co-training paradigm

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Selecting classification algorithms with active testing

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
How many trees in a random forest?

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Semi supervised clustering: a pareto approach

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
WTF? detecting students who are conducting inquiry without thinking fastidiously

UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
3DM: Domain-oriented Data-driven Data Mining

Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Machine learning a probabilistic network of ecological interactions

ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
Projection-Based PILP: computational learning theory with empirical results

ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
Embodied quantifiers

ESSLLI'10 Proceedings of the 2010 international conference on New Directions in Logic, Language and Computation
A Two-Phase Model for Learning Rules from Incomplete Data

Fundamenta Informaticae - Fundamentals of Knowledge Technology
Fractional neural network approximation

Computers & Mathematics with Applications
On developing robust models for favourability analysis: Model choice, feature sets and imbalanced data

Decision Support Systems
Learning in the limit with lattice-structured hypothesis spaces

Theoretical Computer Science
Class Specific Fuzzy Decision Trees for Mining High Speed Data Streams

Fundamenta Informaticae
Actions, preferences, and logic programs

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Confidence-Based incremental classification for objects with limited attributes in vertical search

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Situation-Aware on mobile phone using co-clustering: algorithms and extensions

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
On the pattern recognition and classification of stochastically episodic events

Transactions on Compuational Collective Intelligence VI
Ensemble methods for prediction of parkinson disease

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Efficient classification based methods for global sensitivity analysis

Computers and Structures
A Dichotomic Search Algorithm for Mining and Learning in Domain-Specific Logics

Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Complex Patterns

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2003)
Learning First-Order Rules: A Rough Set Approach

Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
On the Classification and Aggregation of Hierarchies with ifferent Constitutive Elements

Fundamenta Informaticae
Center-Based Indexing in Vector and Metric Spaces

Fundamenta Informaticae
Learning Recursive Theories in the Normal ILP Setting

Fundamenta Informaticae
Towards a Framework for Approximate Ontologies

Fundamenta Informaticae - The 1st International Workshop on Knowledge Representation and Approximate Reasoning (KR&AR)
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning

Fundamenta Informaticae
Application of Rule Induction and Rough Sets to Verification of Magnetic Resonance Diagnosis

Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks

Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks

Fundamenta Informaticae
Similarity and Distance in Case Based Reasoning

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
The More We Learn the Less We Know?: On Inductive Learning from Examples

Fundamenta Informaticae
Evaluating automatic group formation mechanisms to promote collaborative learning - a case study

International Journal of Learning Technology
Incorporating lexical priors into topic models

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Instance-driven attachment of semantic annotations over conceptual hierarchies

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Behind the article: recognizing dialog acts in Wikipedia talk pages

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
An information theoretic framework for web inference detection

Proceedings of the 5th ACM workshop on Security and artificial intelligence
Design Ensemble Machine Learning Model for Breast Cancer Diagnosis

Journal of Medical Systems
Towards a Multiple-Lookahead-Levels agent reinforcement-learning technique and its implementation in integrated circuits

The Journal of Supercomputing
The Språkdata-ML system as used for SENSEVAL-2

SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Using maximal spanning trees and word similarity to generate hierarchical clusters of non-redundant RSS news articles

Journal of Intelligent Information Systems
DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets

Data & Knowledge Engineering
Combining classifiers under probabilistic models: experimental comparative analysis of methods

Expert Systems: The Journal of Knowledge Engineering
Exploiting packet-sampling measurements for traffic characterization and classification

International Journal of Network Management
"Greaaaat bargains starting from just 99p!!!! :-)": brand perception in the social media

Proceedings of the 1st international workshop on Multimodal crowd sensing
Predicting baby feeding method from unstructured electronic health record data

Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Identifying comparative claim sentences in full-text scientific articles

ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
Multi-agent software control system with hybrid intelligence for ubiquitous intelligent environments

UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Emerging cubes for trends analysis in OLAP databases

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Information Gain Clustering through Prototype-Embedded Genetic K-Mean Algorithm (IGCPGKA): a novel heuristic approach for personalisation of cold start problem

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Empirical study of Software Quality estimation

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Providing seamless mobility using the FOCALE autonomic architecture

NEW2AN'07 Proceedings of the 7th international conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
Cross-system validation of engagement prediction from log files

EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
On the complexity of finding an unknown cut via vertex queries

COCOON'07 Proceedings of the 13th annual international conference on Computing and Combinatorics
Identifying event sequences using hidden Markov model

NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
The dictionary-based quantified conceptual relations for hard and soft Chinese text clustering

NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Using visual dictionary to associate semantic objects in region-based image retrieval

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Convex cube: towards a unified structure for multidimensional databases

DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Learning to rank duplicate bug reports

Proceedings of the 21st ACM international conference on Information and knowledge management
A defeasible reasoning model of inductive concept learning from examples and communication

Artificial Intelligence
Semi-supervised spectral hashing for fast similarity search

Neurocomputing
Web-based closed-domain data extraction on online advertisements

Information Systems
The development of intuitive knowledge classifier and the modeling of domain dependent data

Knowledge-Based Systems
Random projection ensemble learning with multiple empirical kernels

Knowledge-Based Systems
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia

Artificial Intelligence
Probabilistically ranking web article quality based on evolution patterns

Transactions on Large-Scale Data- and Knowledge-Centered Systems VI
Survey on smart grid modelling

International Journal of Systems, Control and Communications
Learning and transferring geographically weighted regression trees across time

MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
X-Class: Associative Classification of XML Documents by Structure

ACM Transactions on Information Systems (TOIS)
Bilateral algorithms for symbolic abstraction

SAS'12 Proceedings of the 19th international conference on Static Analysis
Argumentation strategies for collaborative plan resourcing

ArgMAS'11 Proceedings of the 8th international conference on Argumentation in Multi-Agent Systems
Enhancing the efficiency in privacy preserving learning of decision trees in partitioned databases

PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Multi-agent task division learning in hide-and-seek games

AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Public data integration with WebSmatch

Proceedings of the First International Workshop on Open Data
Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction

Knowledge-Based Systems
Soft computing techniques in ensemble precipitation nowcast

Applied Soft Computing
Fuzzy rule-based reasoning approach for event detection and annotation of broadcast soccer video

Applied Soft Computing
Enabling topic-level trust for collaborative information sharing

Personal and Ubiquitous Computing
EA-Analyzer: automating conflict detection in a large set of textual aspect-oriented requirements

Automated Software Engineering
EEM: evolutionary ensembles model for activity recognition in Smart Homes

Applied Intelligence
A Two-Phase Framework for Learning Logical Structures of Paragraphs in Legal Articles

ACM Transactions on Asian Language Information Processing (TALIP)
An expert system for automatically pruning vines

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
An evidence-based verification approach to extract entities and relations for knowledge base population

ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
TALENT: temporal adaptive link estimator with no training

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
An empirical study for determining relevant features for sentiment summarization of online conversational documents

WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Comparative analysis of clustering algorithms applied to the classification of bugs

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
User feedback based query refinement by exploiting skyline operator

ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Argumentation strategies for task delegation

EUMAS'11 Proceedings of the 9th European conference on Multi-Agent Systems
Active graph matching based on pairwise probabilities between nodes

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Construction of decision trees by using feature importance value for improved learning performance

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Understanding the impact of video quality on user engagement

Communications of the ACM
Detection of distributed denial of service attacks using an ensemble of adaptive and hybrid neuro-fuzzy systems

Computer Communications
Automatic discovery of Web Query Interfaces using machine learning techniques

Journal of Intelligent Information Systems
Multi-objective genetic algorithms for flights amalgamation problem

International Journal of Computer Applications in Technology
Countering the negative search bias of ant colony optimization in subset selection problems

Computers and Operations Research
Multi-route query processing and optimization

Journal of Computer and System Sciences
Simulation aided, knowledge based routing for AGVs in a distribution warehouse

Proceedings of the Winter Simulation Conference
Fuzzy-rough feature selection aided support vector machines for Mars image classification

Computer Vision and Image Understanding
Meaning- and ontology-based technologies for high-precision language an information-processing computational systems

Advanced Engineering Informatics
Reinforcement Learning for Improving Gene Identification Accuracy by Combination of Gene-Finding Programs

International Journal of Applied Metaheuristic Computing
Context Inference Engine (CiE): Inferring Context

International Journal of Advanced Pervasive and Ubiquitous Computing
Enhancing the Adaptation of BDI Agents Using Learning Techniques

International Journal of Agent Technologies and Systems
Reinforcement Learning with Reward Shaping and Mixed Resolution Function Approximation

International Journal of Agent Technologies and Systems
Nearest Neighbor-Based Classification of Uncertain Data

ACM Transactions on Knowledge Discovery from Data (TKDD)
Measuring the Visual Complexities of Web Pages

ACM Transactions on the Web (TWEB)
In Search of Effective Granulization with DTRS for Ternary Classification

International Journal of Cognitive Informatics and Natural Intelligence
On-Line model-based continuous state reinforcement learning using background knowledge

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
DEAL: a direction-guided evolutionary algorithm

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Where should we stop? an investigation on early stopping for GP learning

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Information-Theoretic based feature selection for multi-voxel pattern analysis of fMRI data

BI'12 Proceedings of the 2012 international conference on Brain Informatics
Constrained Cube Lattices for Multidimensional Database Mining

International Journal of Data Warehousing and Mining
A New Similarity Metric for Sequential Data

International Journal of Data Warehousing and Mining
Automated Event Recognition for Football Commentary Generation

International Journal of Gaming and Computer-Mediated Simulations
Predictive File Replication on the Data Grids

International Journal of Grid and High Performance Computing
Indoor Positioning Using FM Radio

International Journal of Handheld Computing Research
An Experimental Study for the Effect of Stop Words Elimination for Arabic Text Classification Algorithms

International Journal of Information Technology and Web Engineering
3D Model-Based Semantic Categorization of Still Image 2D Objects

International Journal of Multimedia Data Engineering & Management
Biases in Particle Swarm Optimization

International Journal of Swarm Intelligence Research
On evaluating stream learning algorithms

Machine Learning
Inconsistency-Induced Learning for Perpetual Learners

International Journal of Software Science and Computational Intelligence
Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators

Genetic Programming and Evolvable Machines
Data mining agent conversations: A qualitative approach to multiagent systems analysis

Information Sciences: an International Journal
Rule extraction from support vector machines based on consistent region covering reduction

Knowledge-Based Systems
Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

Computer Methods and Programs in Biomedicine
Biview face recognition in the shape-texture domain

Pattern Recognition
Chi-squared distance and metamorphic virus detection

Journal in Computer Virology
Multi-adaptive neural-fuzzy system as a novel predictor of in-vivo blood side dialyser urea clearance

International Journal of Computer Applications in Technology
Uncovering the Hidden Issues in E-Government Adoption in a Least Developed Country: The Case of Bangladesh

Journal of Global Information Management
Cost-Sensitive Learning via Priority Sampling to Improve the Return on Marketing and CRM Investment

Journal of Management Information Systems
Learning from ontological annotation: an application of formal concept analysis to feature construction in the gene ontology

AOW '07 Proceedings of the Third Australasian Workshop on Advances in Ontologies - Volume 85
Parallel feature selection for regularized least-squares

PARA'12 Proceedings of the 11th international conference on Applied Parallel and Scientific Computing
Supporting athlete selection and strategic planning in track cycling omnium: A statistical and machine learning approach

Information Sciences: an International Journal
Adaptive distance metrics for nearest neighbour classification based on genetic programming

EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Predicting subjectivity orientation of online forum threads

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
An empirical study of learning from imbalanced data

ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Pattern-guided genetic programming

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Test suite generation with memetic algorithms

Proceedings of the 15th annual conference on Genetic and evolutionary computation
A framework for query refinement with user feedback

Journal of Systems and Software
Chinese terminology extraction using EM-Based transfer learning method

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Stream-based event prediction using bayesian and bloom filters

Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Towards skeleton biometric identification using the microsoft kinect sensor

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Metafraud: a meta-learning framework for detecting financial fraud

MIS Quarterly
Improving naive Bayes classifier using conditional probabilities

AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Using qualitative reasoning for social simulation of crowds

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
On modeling query refinement by capturing user intent through feedback

ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A general evaluation measure for document organization tasks

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Effective search for genetic-based machine learning systems via estimation of distribution algorithms and embedded feature reduction techniques

Neurocomputing
State-of-the-art review on relevance of genetic algorithm to internet web search

Applied Computational Intelligence and Soft Computing
Weighted slope one predictors revisited

Proceedings of the 22nd international conference on World Wide Web companion
DIGTOBI: a recommendation system for Digg articles using probabilistic modeling

Proceedings of the 22nd international conference on World Wide Web
On the complexity of trial and error

Proceedings of the forty-fifth annual ACM symposium on Theory of computing
Fuzzy and hard clustering analysis for thyroid disease

Computer Methods and Programs in Biomedicine
Termination proofs from tests

Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Machine learning for interactive systems and robots: a brief introduction

Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication
Special Section on 3D Object Retrieval: A flexible and extensible approach to automated CAD/CAM format classification

Computers and Graphics
Full Length Article: Revised HLMS: A useful algorithm for fuzzy measure identification

Information Fusion
Identifying dynamics and collective behaviors in microblogging traces

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A proximal classifier with consistency

Knowledge-Based Systems
Projected-prototype based classifier for text categorization

Knowledge-Based Systems
Formal definitions for usable access control rule sets from goals to metrics

Proceedings of the Ninth Symposium on Usable Privacy and Security
MAGIC summoning: towards automatic suggesting and testing of gestures with low probability of false positives during use

The Journal of Machine Learning Research
Classification approach based on non-negative least squares

Neurocomputing
Comparing Strategies of Collaborative Networks for R&D: An Agent-Based Study

Computational Economics
A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness

Information Technology and Management
Dynamical genetic programming in xcsf

Evolutionary Computation
Base Model Combination Algorithm for Resolving Tied Predictions for K-Nearest Neighbor OVA Ensemble Models

INFORMS Journal on Computing
Detecting machine-morphed malware variants via engine attribution

Journal in Computer Virology
Automatic detection of student mental models based on natural language student input during metacognitive skill training

International Journal of Artificial Intelligence in Education
Using machine learning to predict the driving context whilst driving

Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Learning small gallery size for prediction of recognition performance on large populations

Pattern Recognition
Distinguishing Users By Pointing Performance in Laboratory and Real-World Tasks

ACM Transactions on Accessible Computing (TACCESS)
Using naive bayes to detect spammy names in social networks

Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Approaches to adversarial drift

Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Information theoretic pairwise clustering

SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
A scalable network forensics mechanism for stealthy self-propagating attacks

Computer Communications
ThermoSense: Occupancy Thermal Based Sensing for HVAC Control

Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings
Whose and what chatter matters? The effect of tweets on movie sales

Decision Support Systems
A social network-empowered research analytics framework for project selection

Decision Support Systems
Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images

Computers in Biology and Medicine
Multi model transfer learning with RULES family

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Preceding rule induction with instance reduction methods

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
An empirical study of reducing multiclass classification methodologies

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Data-driven link quality prediction using link features

ACM Transactions on Sensor Networks (TOSN)
First progresses in evaluation of resonance in staff selection through speech emotion recognition

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Towards a model for predicting intention in 3D moving-target selection tasks

EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: understanding human cognition - Volume Part I
An Empirical Comparison of Machine Learning Techniques in Predicting the Bug Severity of Open and Closed Source Projects

International Journal of Open Source Software and Processes
A feature construction approach for genetic iterative rule learning algorithm

Journal of Computer and System Sciences
Machine learning based typology development in archaeology

Journal on Computing and Cultural Heritage (JOCCH)
Symbolic optimization with SMT solvers

Proceedings of the 41st ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages
Bio-inspired service management framework: green data-centres case study

International Journal of Grid and Utility Computing
Class imbalance and the curse of minority hubs

Knowledge-Based Systems
ABK-means: an algorithm for data clustering using ABC and K-means algorithm

International Journal of Computational Science and Engineering
Forecasting with twitter data

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Using reinforcement learning to find an optimal set of features

Computers & Mathematics with Applications
A probabilistic optimization framework for the empty-answer problem

Proceedings of the VLDB Endowment
Decomposing Petri nets for process mining: A generic approach

Distributed and Parallel Databases
Concept learning games

Information Systems Frontiers
Cloud based mental state monitoring system for suicide risk reconnaissance using wearable bio-sensors

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Real-time rule-based classification of player types in computer games

User Modeling and User-Adapted Interaction
Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification

Data Mining and Knowledge Discovery
Multi-class decision-theoretic rough sets

International Journal of Approximate Reasoning
A Bio-inspired knowledge system for improving combined cycle plant control tuning

Neurocomputing
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles

Machine Vision and Applications
A personalized QoE-aware handover decision based on distributed reinforcement learning

Wireless Networks
Learning-based word spotting system for Arabic handwritten documents

Pattern Recognition
EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm

Computers in Biology and Medicine
Text classification for assisting moderators in online health communities

Journal of Biomedical Informatics
A semi-supervised classification technique based on interacting forces

Neurocomputing
Evolutionary k-means for distributed data sets

Neurocomputing
A machine learning-based usability evaluation method for eLearning systems

Decision Support Systems
Naïve Bayesian Classifiers with Multinomial Models for rRNA Taxonomic Assignment

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Bayesian classifiers based on probability density estimation and their applications to simultaneous fault diagnosis

Information Sciences: an International Journal
An empirical study of the classification performance of learners on imbalanced and noisy software quality data

Information Sciences: an International Journal
Post-silicon debugging of PMU integration errors using behavioral models

Integration, the VLSI Journal
Learning by observation of agent software images

Journal of Artificial Intelligence Research
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication

Proceedings of the 23rd international conference on World wide web
Machine learning-based classifiers ensemble for credit risk assessment

International Journal of Electronic Finance
A method for extracting rules from spatial data based on rough fuzzy sets

Knowledge-Based Systems
How to Improve Your Search Engine Ranking: Myths and Reality

ACM Transactions on the Web (TWEB)
Towards objective measures of algorithm performance across instance space

Computers and Operations Research
A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise

Computer Networks: The International Journal of Computer and Telecommunications Networking
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms

Genetic Programming and Evolvable Machines
Quantum decision tree classifier

Quantum Information Processing
Variable linkage for multimedia metadata schema matching

Multimedia Tools and Applications
Cost-sensitive three-way email spam filtering

Journal of Intelligent Information Systems
Context-sensitive Web service discovery over the bipartite graph model

Frontiers of Computer Science: Selected Publications from Chinese Universities
Energy Aware Consolidation Algorithm Based on K-Nearest Neighbor Regression for Cloud Data Centers

UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
Software defect prediction using relational association rule mining

Information Sciences: an International Journal
Exact and parallel metaheuristic algorithms for the single processor total weighted completion time scheduling problem with the sum-of-processing-time based models

Computers and Operations Research
The impact of multinationality on firm value: A comparative analysis of machine learning techniques

Decision Support Systems
Specific-class distance measures for nominal attributes

AI Communications
Lattice Machine Classification based on Contextual Probability

Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
Tag recommendation for social bookmarking: Probabilistic approaches

Multiagent and Grid Systems - Principles and Practice of Multi-Agent Systems
Predicting execution time of machine learning tasks for scheduling

International Journal of Hybrid Intelligent Systems
Building fast decision trees from large training sets

Intelligent Data Analysis
Data stream dynamic clustering supported by Markov chain isomorphisms

Intelligent Data Analysis
Theoretical aspects of mapping to multidimensional optimal regions as a multi-classifier

Intelligent Data Analysis
A genre-based fuzzy inference approach for effective filtering of movies

Intelligent Data Analysis
Impact of noise on credit risk prediction: Does data quality really matter?

Intelligent Data Analysis
A combined approach to tackle imbalanced data sets

International Journal of Hybrid Intelligent Systems
A hierarchical algorithm for fuzzy template matching in emotional facial images

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
Developing a hybrid predictive system for retinopathy

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Abstract

This exciting addition to the McGraw-Hill Series in Computer Science focuses on the concepts and techniques that contribute to the rapidly changing field of machine learning--including probability and statistics, artificial intelligence, and neural networks--unifying them all in a logical and coherent manner. Machine Learning serves as a useful reference tool for software developers and researchers, as well as an outstanding text for college students.Table of contentsChapter 1. IntroductionChapter 2. Concept Learning and the General-to-Specific OrderingChapter 3. Decision Tree LearningChapter 4. Artificial Neural NetworksChapter 5. Evaluating HypothesesChapter 6. Bayesian LearningChapter 7. Computational Learning TheoryChapter 8. Instance-Based LearningChapter 9. Inductive Logic ProgrammingChapter 10. Analytical LearningChapter 11. Combining Inductive and Analytical LearningChapter 12. Reinforcement Learning.