Elements of machine learning

Data mining, hypergraph transversals, and machine learning (extended abstract)

PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems

Automatic inference of models for statistical code compression

Proceedings of the ACM SIGPLAN 1999 conference on Programming language design and implementation

An Experimental Evaluation of Integrating Machine Learning with Knowledge Acquisition

Machine Learning

Machine learning in the liberal arts curriculum

Proceedings of the thirty-first SIGCSE technical symposium on Computer science education

A Cognitive Bias Approach to Feature Selection and Weighting for Case-Based Learners

Machine Learning

Cascade Generalization

Machine Learning

Generalized clustering, supervised learning, and data assignment

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Hybrid inductive machine learning: an overview of CLIP algorithms

New learning paradigms in soft computing

Learning classifier systems: a complete introduction, review, and roadmap

Journal of Artificial Evolution and Applications

Relational reinforcement learning

Mutli-agents systems and applications

Automated discovery of concise predictive rules for intrusion detection

Journal of Systems and Software

Research Environment for Data Analysis Tool Allocators

Applied Intelligence

Levelwise Search and Borders of Theories in KnowledgeDiscovery

Data Mining and Knowledge Discovery

Discovery of frequent DATALOG patterns

Data Mining and Knowledge Discovery

On Issues of Instance Selection

Data Mining and Knowledge Discovery

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

Genetic Programming and Evolvable Machines

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

The State of the Art in Text Filtering

User Modeling and User-Adapted Interaction

Relational Reinforcement Learning

Machine Learning

Using genetic programming to learn and improve control knowledge

Artificial Intelligence

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

Artificial Intelligence Review

Spatio-Temporal Data Mining for Typhoon Image Collection

Journal of Intelligent Information Systems

Feature Transformation and Subset Selection

IEEE Intelligent Systems

Dynamic Feature Selection in Incremental Hierarchical Clustering

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

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

Symbolic Discriminant Analysis for Mining Gene Expression Patterns

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

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

Cellular Automata and Genetic Algorithms for Parallel Problem Solving in Human Genetics

PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature

Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases

VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases

Learning Patterns in Multidimensional Space Using Interval Algebra

AIMSA '02 Proceedings of the 10th International Conference on Artificial Intelligence: Methodology, Systems, and Applications

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

Learning Relational Clichés with Contextual LGG

ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems

Modelling Medical Diagnostic Rules Based on Rough Sets

RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing

Constraint Based Incremental Learning of Classification Rules

RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing

Diagnostic Reasoning from the Viewpoint of Rough Sets

RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing

Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion

PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining

Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications

Machine Learning and Its Applications, Advanced Lectures

Feature Selection as Retrospective Pruning in Hierarchical Clustering

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

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

Using ILP to Improve Planning in Hierarchical Reinforcement Learning

ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming

Induction of rules about complications with the use of rough sets

Granular computing

Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies

The VLDB Journal — The International Journal on Very Large Data Bases

Adaptive interfaces and agents

The human-computer interaction handbook

Discovering all most specific sentences

ACM Transactions on Database Systems (TODS)

Multidisciplinary contributions to knowledge discovery

Handbook of data mining and knowledge discovery

Types and forms of knowledge (patterns): rules

Handbook of data mining and knowledge discovery

Artificial intelligence

Handbook of data mining and knowledge discovery

Machine learning

Handbook of data mining and knowledge discovery

Efficient text fingerprinting via Parikh mapping

Journal of Discrete Algorithms

Simplifying decision trees: A survey

The Knowledge Engineering Review

Subgroup Discovery with CN2-SD

The Journal of Machine Learning Research

Out of context: computer systems that adapt to, and learn from, context

IBM Systems Journal

Redundant feature elimination for multi-class problems

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning

Artificial Intelligence Review

Constructing design methodologies using multiagent systems

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

FEDNETS: Context-Aware Ad-Hoc Network Federations

Wireless Personal Communications: An International Journal

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 concept of a universal learning system as a basis for creating a general mathematical theory of learning

Minds and Machines - Machine learning as experimental philosophy of science

Automatic complex schema matching across Web query interfaces: A correlation mining approach

ACM Transactions on Database Systems (TODS)

Predictive search distributions

ICML '06 Proceedings of the 23rd international conference on Machine learning

An Action-Selection Calculus

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Dependency-based feature selection for clustering symbolic data

Intelligent Data Analysis

Generative learning of visual concepts using multiobjective genetic programming

Pattern Recognition Letters

Integrating Cross-Language Hierarchies and Its Application to Retrieving Relevant Documents

ACM Transactions on Asian Language Information Processing (TALIP)

Medical Reasoning and Rough Sets

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Handling conditional preferences in recommender systems

Proceedings of the 14th international conference on Intelligent user interfaces

A systematic analysis of performance measures for classification tasks

Information Processing and Management: an International Journal

An Inductive Logic Programming Approach to Statistical Relational Learning

Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning

Using case-based reasoning in interpreting unsupervised inductive learning results

IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1

Integrating multiple internet directories by instance-based learning

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Learning classifier systems: a complete introduction, review, and roadmap

Journal of Artificial Evolution and Applications

Brief communication: Retrieving definitional content for ontology development

Computational Biology and Chemistry

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

An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

Pattern Recognition

Complex function sets improve symbolic discriminant analysis of microarray data

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

Learning classification rules for multiple target attributes

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

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

Machine learning for intelligent systems

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence

Finding related sentence pairs in MEDLINE

Information Retrieval

An emergent approach for the control of wastewater treatment plants by means of reinforcement learning techniques

Expert Systems with Applications: An International Journal

SVM approach with a genetic algorithm for network intrusion detection

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences

Hierarchical multi-classification with predictive clustering trees in functional genomics

EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence

A proposal for annotation, semantic similarity and classification of textual documents

AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications

Evolutionary industrial physical model generation

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Incremental versus non-incremental rule induction for multicriteria classification

Transactions on Rough Sets II

Learning predictive clustering rules

KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases

The validation of formal specifications of requirements

1FACS'96 Proceedings of the 1st BCS-FACS conference on Northern Formal Methods

Cognitive architectures: Research issues and challenges

Cognitive Systems Research

Identifying well-formed biomedical phrases in MEDLINE® text

Journal of Biomedical Informatics

A stratified framework for handling conditional preferences: An extension of the analytic hierarchy process

Expert Systems with Applications: An International Journal

Tree ensembles for predicting structured outputs

Pattern Recognition

The impact of multinationality on firm value: A comparative analysis of machine learning techniques

Decision Support Systems