Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
Combining Classifiers with Meta Decision Trees
Machine Learning
Inductive Learning in Deductive Databases
IEEE Transactions on Knowledge and Data Engineering
Predictive Performance of Weghted Relative Accuracy
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Interestingness Measures for Fuzzy Association Rules
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Classification of Customer Call Data in the Presence of Concept Drift and Noise
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Machine Learning for Data Mining in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
On Selecting an Appropriate Colour Space for Skin Detection
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Mining Optimal Class Association Rule Set
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Learning and Rewriting in Fuzzy Rule Graphs
AGTIVE '99 Proceedings of the International Workshop on Applications of Graph Transformations with Industrial Relevance
How to Upgrade Propositional Learners to First Order Logic: A Case Study
Machine Learning and Its Applications, Advanced Lectures
Learning Patterns in Noisy Data: The AQ Approach
Machine Learning and Its Applications, Advanced Lectures
Classification with Intersecting Rules
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Classifying Uncovered Examples by Rule Stretching
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Direct Interesting Rule Generation
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
IEEE Transactions on Knowledge and Data Engineering
Design synthesis knowledge and inductive machine learning
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Subgroup Discovery with CN2-SD
The Journal of Machine Learning Research
Using association rules to make rule-based classifiers robust
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
IEEE Transactions on Knowledge and Data Engineering
Data Mining and Knowledge Discovery
On handling conflicts between rules with numerical features
Proceedings of the 2006 ACM symposium on Applied computing
A new version of the ant-miner algorithm discovering unordered rule sets
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Bootstrapping rule induction to achieve rule stability and reduction
Journal of Intelligent Information Systems
Determining noisy instances relative to attributes of interest
Intelligent Data Analysis
Argument based machine learning applied to law
Artificial Intelligence and Law - Argumentation in artificial intelligence and law
Internet content filtering using isotonic separation on content category ratings
ACM Transactions on Internet Technology (TOIT)
Learning morphological disambiguation rules for Turkish
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Learning multicriteria fuzzy classification method PROAFTN from data
Computers and Operations Research
The pairwise attribute noise detection algorithm
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm
Intelligent Data Analysis
Mining Pareto-optimal rules with respect to support and confirmation or support and anti-support
Engineering Applications of Artificial Intelligence
A hybrid PSO/ACO algorithm for classification
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Argument based machine learning
Artificial Intelligence
Resolving rule conflicts with double induction
Intelligent Data Analysis
A global optimal algorithm for class-dependent discretization of continuous data
Intelligent Data Analysis
Hybrid systems of local basis functions
Intelligent Data Analysis
A review of associative classification mining
The Knowledge Engineering Review
Constructing ensembles of symbolic classifiers
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Evolving model trees for mining data sets with continuous-valued classes
Expert Systems with Applications: An International Journal
Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection
Expert Systems with Applications: An International Journal
PRIE: a system for generating rulelists to maximize ROC performance
Data Mining and Knowledge Discovery
Learning Positional Features for Annotating Chess Games: A Case Study
CG '08 Proceedings of the 6th international conference on Computers and Games
Measures of Ruleset Quality Capable to Represent Uncertain Validity
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Brief Communication: Finding rule groups to classify high dimensional gene expression datasets
Computational Biology and Chemistry
Improving malware detection by applying multi-inducer ensemble
Computational Statistics & Data Analysis
Information Security Tech. Report
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Rough Ensemble Classifier: A Comparative Study
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
The Needles-in-Haystack Problem
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Assessing the Eligibility of Kidney Transplant Donors
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Computational Statistics & Data Analysis
Class noise detection using frequent itemsets
Intelligent Data Analysis
Arguing from Experience to Classifying Noisy Data
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Integrating explanatory and descriptive learning in ILP
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
ROCCER: an algorithm for rule learning based on ROC analysis
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Rule induction and instance-based learning a unified approach
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Associative classification with artificial immune system
IEEE Transactions on Evolutionary Computation
Pareto-optimal patterns in logical analysis of data
Discrete Applied Mathematics
Artificial Intelligence Review
Connection network and optimization of interest metric for one-to-one marketing
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Natural coding: a more efficient representation for evolutionary learning
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Enhancing just-in-time e-learning through machine learning on desktop context sensors
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Efficient multi-method rule learning for pattern classification machine learning and data mining
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Learning classification rules for multiple target attributes
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
An efficient exception mining algorithm in multi-dimensional data cube
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
The Advantages of Seed Examples in First-Order Multi-class Subgroup Discovery
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Scaling up: distributed machine learning with cooperation
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Generation of attributes for learning algorithms
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Sequential covering rule induction algorithm for variable consistency rough set approaches
Information Sciences: an International Journal
First-Order Multi-class Subgroup Discovery
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Detection of multiple people by a mobile robot in dynamic indoor environments
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Classification based automatic information extraction system from free text
ACELAE'11 Proceedings of the 10th WSEAS international conference on communications, electrical & computer engineering, and 9th WSEAS international conference on Applied electromagnetics, wireless and optical communications
Condensed representation of EPs and patterns quantified by frequency-based measures
KDID'04 Proceedings of the Third international conference on Knowledge Discovery in Inductive Databases
The greedy prepend algorithm for decision list induction
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
From inductive logic programming to relational data mining
JELIA'06 Proceedings of the 10th European conference on Logics in Artificial Intelligence
Why is rule learning optimistic and how to correct it
ECML'06 Proceedings of the 17th European conference on Machine Learning
Automatically evolving rule induction algorithms
ECML'06 Proceedings of the 17th European conference on Machine Learning
Classification using multiple and negative target rules
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Efficient classification from multiple heterogeneous databases
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem
Engineering Applications of Artificial Intelligence
An approach to reduce the cost of evaluation in evolutionary learning
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Biological domain identification based in codon usage by means of rule and tree induction
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Classification based on specific rules and inexact coverage
Expert Systems with Applications: An International Journal
Paper: A support for decision-making: Cost-sensitive learning system
Artificial Intelligence in Medicine
Very Fast Decision Rules for multi-class problems
Proceedings of the 27th Annual ACM Symposium on Applied Computing
A generic framework for scenario exercises using models applied to water-resource management
Environmental Modelling & Software
Integrating task planning and interactive learning for robots to work in human environments
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Computers and Electronics in Agriculture
Efficient pairwise classification using local cross off strategy
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Interestingness measures for fixed consequent rules
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Handling time changing data with adaptive very fast decision rules
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
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