A simple, fast, and effective rule learner
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
A Framework for Learning Rules from Multiple Instance Data
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Generating Rule Sets from Model Trees
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills
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
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
Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Demand-Driven Construction of Structural Features in ILP
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
User Profiling in an Application of Electronic Commerce
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Machine Learning
Improving collaborative recommender systems by means of user profiles
Designing personalized user experiences in eCommerce
Evolutionary Design of Nearest Prototype Classifiers
Journal of Heuristics
Towards tight bounds for rule learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Technology supporting business solutions
A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
CoLe: A Cooperative Data Mining Approach and Its Application to Early Diabetes Detection
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Software Defect Association Mining and Defect Correction Effort Prediction
IEEE Transactions on Software Engineering
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
Exploiting partial decision trees for feature subset selection in e-mail categorization
Proceedings of the 2006 ACM symposium on Applied computing
A statistical approach to rule learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Content based SMS spam filtering
Proceedings of the 2006 ACM symposium on Document engineering
Cancer gene search with data-mining and genetic algorithms
Computers in Biology and Medicine
Exploiting idle cycles to execute data mining applications on clusters of PCs
Journal of Systems and Software
Enhancing software quality estimation using ensemble-classifier based noise filtering
Intelligent Data Analysis
Evaluating indirect and direct classification techniques for network intrusion detection
Intelligent Data Analysis
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
Evaluating noise elimination techniques for software quality estimation
Intelligent Data Analysis
A new approach for measuring rule set consistency
Data & Knowledge Engineering
Predictive modeling for collections of accounts receivable
Proceedings of the 2007 international workshop on Domain driven data mining
An experimental evaluation of simplicity in rule learning
Artificial Intelligence
Data & Knowledge Engineering
Mining the data from a hyperheuristic approach using associative classification
Expert Systems with Applications: An International Journal
Regression via Classification applied on software defect estimation
Expert Systems with Applications: An International Journal
A refinement model with information granulation focused on difficult to distinguish cases
CompSysTech '07 Proceedings of the 2007 international conference on Computer systems and technologies
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Improving multiclass pattern recognition with a co-evolutionary RBFNN
Pattern Recognition Letters
On diversity and accuracy of homogeneous and heterogeneous ensembles
International Journal of Hybrid Intelligent Systems
Early bankruptcy prediction using ENPC
Applied Intelligence
Using predictive analysis to improve invoice-to-cash collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
ILP Through Propositionalization and Stochastic k-Term DNF Learning
Inductive Logic Programming
An Evolutionary RBFNN Learning Algorithm for Complex Classzification Problems
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
An Efficient Association Rule Mining Algorithm for Classification
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Readable and Accurate Rulesets with ORGA
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Using Cost-Sensitive Learning to Determine Gene Conversions
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Conceptual equivalence for contrast mining in classification learning
Data & Knowledge Engineering
Dustminer: troubleshooting interactive complexity bugs in sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Finding Functional Groups of Objective Rule Evaluation Indices Using PCA
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
A Data Mining Methodology for Anomaly Detection in Network Data
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Exploring the boundary region of tolerance rough sets for feature selection
Pattern Recognition
Expert Systems with Applications: An International Journal
Software quality analysis by combining multiple projects and learners
Software Quality Control
Classification models for the prediction of clinicians' information needs
Journal of Biomedical Informatics
A hybrid evolutionary algorithm for attribute selection in data mining
Expert Systems with Applications: An International Journal
OMBO: An opponent modeling approach
AI Communications
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Supervised machine learning algorithms for protein structure classification
Computational Biology and Chemistry
On the appropriateness of evolutionary rule learning algorithms for malware detection
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Multi-objective rule mining using a chaotic particle swarm optimization algorithm
Knowledge-Based Systems
Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Generating prediction rules for liquefaction through data mining
Expert Systems with Applications: An International Journal
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks
Expert Systems with Applications: An International Journal
Proceedings of the ACM SIGKDD Workshop on Human Computation
Rule Learning with Probabilistic Smoothing
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Reasoning about designs through frequent patterns mining
Advanced Engineering Informatics
Embedded surface classification in digital sports
Pattern Recognition Letters
On learning algorithm selection for classification
Applied Soft Computing
An evolutionary memetic algorithm for rule extraction
Expert Systems with Applications: An International Journal
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
On privacy preservation in text and document-based active learning for named entity recognition
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Predicting the outcome of patients with subarachnoid hemorrhage using machine learning techniques
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
New approaches to fuzzy-rough feature selection
IEEE Transactions on Fuzzy Systems
An effort prediction framework for software defect correction
Information and Software Technology
Nearest prototype classification of noisy data
Artificial Intelligence Review
Improving a rule evaluation support method based on objective indices
International Journal of Advanced Intelligence Paradigms
Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment
Computers in Biology and Medicine
Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
International Journal of Data Mining and Bioinformatics
A personalized information search process based on dialoguing agents and user profiling
ECIR'03 Proceedings of the 25th European conference on IR research
Text categorisation using a partial-matching strategy
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A cooperative coevolution algorithm of RBFNN for classification
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
SNTS: sensor network troubleshooting suite
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Predicting page occurrence in a click-stream data: statistical and rule-based approach
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Sound indexing using morphological description
IEEE Transactions on Audio, Speech, and Language Processing
Weighted instance-based learning using representative intervals
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Adaptive email spam filtering based on information theory
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Evaluating accuracies of a trading rule mining method based on temporal pattern extraction
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Automatic recognition of hand gestures with differential evolution
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Analyzing correlation coefficients of objective rule evaluation indices on classification rules
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Presenting proofs with adapted granularity
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Dual-population based coevolutionary algorithm for designing RBFNN with feature selection
Expert Systems with Applications: An International Journal
Static analysis of executables for collaborative malware detection on android
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis
Neural Processing Letters
Ensembles of jittered association rule classifiers
Data Mining and Knowledge Discovery
Collaborative multi-agent rock facies classification from wireline well log data
Engineering Applications of Artificial Intelligence
Input space reduction for rule based classification
WSEAS Transactions on Information Science and Applications
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
Using traits of web macro scripts to predict reuse
Journal of Visual Languages and Computing
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Robust semi-supervised and ensemble-based methods in word sense disambiguation
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
Pruning classification rules with reference vector selection methods
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Detection of tumor tissue based on the multispectral imaging
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Measures for unsupervised fuzzy-rough feature selection
International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Engineering Applications of Artificial Intelligence
WEKA---Experiences with a Java Open-Source Project
The Journal of Machine Learning Research
Combining bagging, boosting, rotation forest and random subspace methods
Artificial Intelligence Review
Fuzzy-rough nearest neighbour classification
Transactions on rough sets XIII
Information Sciences: an International Journal
A parallel genetic programming algorithm for classification
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
A dynamic sliding window approach for activity recognition
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Evolutionary-based selection of generalized instances for imbalanced classification
Knowledge-Based Systems
Hybrid parallel classifiers for semantic subspace learning
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Fuzzy-rough nearest neighbour classification and prediction
Theoretical Computer Science
Contributions to the study of SMS spam filtering: new collection and results
Proceedings of the 11th ACM symposium on Document engineering
Supporting teachers in adaptive educational systems through predictive models: A proof of concept
Expert Systems with Applications: An International Journal
Clustering and classification techniques for blind predictions of reservoir facies
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Employee profiling in the total reward management
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Measuring to fit: virtual tailoring through cluster analysis and classification
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Evaluating a rule evaluation support method based on objective rule evaluation indices
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Developing a rule evaluation support method based on objective indices
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Ensemble pruning using reinforcement learning
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Prediction of translation initiation sites using classifier selection
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Automatic classification of handsegmented image parts with differential evolution
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Illumination independent object recognition
RoboCup 2005
Data Mining and Knowledge Discovery
Webpage classification with ACO-enhanced fuzzy-rough feature selection
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Evaluating learning models for a rule evaluation support method based on objective indices
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
From local to global patterns: evaluation issues in rule learning algorithms
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Learning the daily model of network traffic
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Applying stacking and corpus transformation to a chunking task
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Inductive querying for discovering subgroups and clusters
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Learning local content shift detectors from document-level information
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Using classification to evaluate the output of confidence-based association rule mining
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
Inductive improvement of part-of-speech tagging and its effect on a terminology of molecular biology
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
A cooperative multi-agent data mining model and its application to medical data on diabetes
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Future Generation Computer Systems
Computers in Biology and Medicine
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Unsupervised and supervised learning in cascade for petroleum geology
Expert Systems with Applications: An International Journal
First report of knowledge discovery in predicting protein folding rate change upon single mutation
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Subglacial water presence classification from polar radar data
Engineering Applications of Artificial Intelligence
Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Journal of Intelligent Information Systems
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
A fast subspace text categorization method using parallel classifiers
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Very Fast Decision Rules for multi-class problems
Proceedings of the 27th Annual ACM Symposium on Applied Computing
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Multi-Objective ant programming for mining classification rules
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Learning decision rules from data streams
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Selecting feature subset via constraint association rules
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
An effective early fraud detection method for online auctions
Electronic Commerce Research and Applications
WTF? detecting students who are conducting inquiry without thinking fastidiously
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Automatic description of context-altering services through observational learning
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
Credit risk assessment and decision making by a fusion approach
Knowledge-Based Systems
Dynamic Programming Approach for Partial Decision Rule Optimization
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
BRACID: a comprehensive approach to learning rules from imbalanced data
Journal of Intelligent Information Systems
Classifying different denial-of-service attacks in cloud computing using rule-based learning
Security and Communication Networks
A bayesian approach for classification rule mining in quantitative databases
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Rice diseases classification using feature selection and rule generation techniques
Computers and Electronics in Agriculture
Engineering Applications of Artificial Intelligence
Unsupervised fuzzy-rough set-based dimensionality reduction
Information Sciences: an International Journal
A multi-tier ensemble construction of classifiers for phishing email detection and filtering
CSS'12 Proceedings of the 4th international conference on Cyberspace Safety and Security
Application traffic classification at the early stage by characterizing application rounds
Information Sciences: an International Journal
A grammar-guided genetic programming algorithm for multi-label classification
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Improving the interpretability of classification rules discovered by an ant colony algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Delta score: a novel simplified measurement for digital divide of cities
Proceedings of the 14th Annual International Conference on Digital Government Research
Journal of Information Science
Discrimination discovery in scientific project evaluation: A case study
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
Relevance as a metric for evaluating machine learning algorithms
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Troubleshooting interactive complexity bugs in wireless sensor networks using data mining techniques
ACM Transactions on Sensor Networks (TOSN)
Multistage approach for clustering and classification of ECG data
Computer Methods and Programs in Biomedicine
Transgenic: An evolutionary algorithm operator
Neurocomputing
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
A new hybrid metaheuristic for medical data classification
International Journal of Metaheuristics
On the use of meta-learning for instance selection: An architecture and an experimental study
Information Sciences: an International Journal
Hybrid classifiers based on semantic data subspaces for two-level text categorization
International Journal of Hybrid Intelligent Systems
Learning compositional decision rules using the KEX algorithm
Intelligent Data Analysis
A novel feature subset selection algorithm based on association rule mining
Intelligent Data Analysis
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