A simple, fast, and effective rule learner

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

Data mining criteria for tree-based regression and classification

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

Solving regression problems with rule-based ensemble classifiers

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

Discovering Interesting Patterns for Investment Decision Making with GLOWER ◯-A Genetic Learner Overlaid with Entropy Reduction

Data Mining and Knowledge Discovery

Logistic Regression, AdaBoost and Bregman Distances

Machine Learning

A Taxonomy of Recommender Agents on theInternet

Artificial Intelligence Review

Scaling Boosting by Margin-Based Inclusionof Features and Relations

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Pairwise Classification as an Ensemble Technique

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Rule-Based Ensemble Solutions for Regression

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

Decision-Rule Solutions for Data Mining with Missing Values

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

Learning First Order Logic Time Series Classifiers: Rules and Boosting

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Information Extraction from HTML: Combining XML and Standard Techniques for IE from the Web

Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems

Theoretical Views of Boosting and Applications

ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory

Relational Learning Using Constrained Confidence-Rated Boosting

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Predicting rare classes: can boosting make any weak learner strong?

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

Round robin classification

The Journal of Machine Learning Research

Understanding captions in biomedical publications

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

Adding numbers to text classification

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Learning-assisted automated planning: looking back, taking stock, going forward

AI Magazine

Active Sampling for Class Probability Estimation and Ranking

Machine Learning

Subgroup Discovery with CN2-SD

The Journal of Machine Learning Research

Sources of Success for Boosted Wrapper Induction

The Journal of Machine Learning Research

Towards tight bounds for rule learning

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

A Multi-Class SLIPPER System for Intrusion Detection

COMPSAC '04 Proceedings of the 28th Annual International Computer Software and Applications Conference - Volume 01

Pareto-optimal patterns in logical analysis of data

Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)

ROC 'n' rule learning: towards a better understanding of covering algorithms

Machine Learning

AutoFeed: an unsupervised learning system for generating webfeeds

Proceedings of the 3rd international conference on Knowledge capture

HAPRC: an automatically configurable planning system

AI Communications

XtraGen: a natural language generation system using XML- and Java-technologies

NLPXML '02 Proceedings of the 2nd workshop on NLP and XML - Volume 17

Effective rule induction from labeled graphs

Proceedings of the 2006 ACM symposium on Applied computing

Keyphrase extraction-based query expansion in digital libraries

Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries

A statistical approach to rule learning

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

A probabilistic classifier system and its application in data mining

Evolutionary Computation

Multi-agent strategic modeling in a robotic soccer domain

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

Towards finding and fixing fragments: using ML to identify non-sentential utterances and their antecedents in multi-party dialogue

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics

Classifying ellipsis in dialogue: a machine learning approach

COLING '04 Proceedings of the 20th international conference on Computational Linguistics

Boosted Classification Trees and Class Probability/Quantile Estimation

The Journal of Machine Learning Research

Integration of association rules and ontologies for semantic query expansion

Data & Knowledge Engineering

Integration of association rules and ontologies for semantic query expansion

Data & Knowledge Engineering

Improving process models by discovering decision points

Information Systems

Classifying Non-Sentential Utterances in Dialogue: A Machine Learning Approach

Computational Linguistics

Round robin ensembles

Intelligent Data Analysis

Margin-based first-order rule learning

Machine Learning

Combining rough decisions for intelligent text mining using Dempster's rule

Artificial Intelligence Review

An efficient intrusion detection system using a boosting-based learning algorithm

International Journal of Computer Applications in Technology

An adaptive automatically tuning intrusion detection system

ACM Transactions on Autonomous and Adaptive Systems (TAAS)

Maximum likelihood rule ensembles

Proceedings of the 25th international conference on Machine learning

Fuzzy Rules Generation Method for Pattern Recognition Problems

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

Detecting Problematic Dialogs with Automated Agents

PIT '08 Proceedings of the 4th IEEE tutorial and research workshop on Perception and Interactive Technologies for Speech-Based Systems: Perception in Multimodal Dialogue Systems

Solving Regression by Learning an Ensemble of Decision Rules

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

How an Ensemble Method Can Compute a Comprehensible Model

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

Boosting products of base classifiers

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

A Classifier Ensemble Approach to Intrusion Detection for Network-Initiated Attacks

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

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

Overview of autofeed: an unsupervised learning system for generating webfeeds

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2

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

Using machine learning to refine Category-Partition test specifications and test suites

Information and Software Technology

Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints

Fundamenta Informaticae - Fundamentals of Knowledge Technology

Ensembles of Abstaining Classifiers Based on Rule Sets

ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems

Software testing by active learning for commercial games

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Learning when training data are costly: the effect of class distribution on tree induction

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

Expert-guided subgroup discovery: methodology and application

Journal of Artificial Intelligence Research

Active learning for class probability estimation and ranking

IJCAI'01 Proceedings of the 17th international joint conference on Artificial 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

Combining rule-based learning and memory-based learning for automatic word spacing in simple message service

Applied Soft Computing

Rotation-based model trees for classification

International Journal of Data Analysis Techniques and Strategies

Pareto-optimal patterns in logical analysis of data

Discrete Applied Mathematics

Applying backpropagation networks to anaphor resolution

DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications

Combining multiple sets of rules for improving classification via measuring their closenesses

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Improving user-perceived QoS in mobile ad hoc networks using decision rules induction

AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence

Ordinal classification with decision rules

MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data

Ensemble of decision rules for ordinal classification with monotonicity constraints

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

ENDER: a statistical framework for boosting decision rules

Data Mining and Knowledge Discovery

Ensembles of jittered association rule classifiers

Data Mining and Knowledge Discovery

Guest Editorial: Global modeling using local patterns

Data Mining and Knowledge Discovery

Identification of rhetorical roles for segmentation and summarization of a legal judgment

Artificial Intelligence and Law

Sequential covering rule induction algorithm for variable consistency rough set approaches

Information Sciences: an International Journal

Fuzzy knowledge generation method for data-mining problems

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

A simple statistical model and association rule filtering for classification

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

A numerical refinement operator based on multi-instance learning

ILP'10 Proceedings of the 20th international conference on Inductive logic programming

Tight combinatorial generalization bounds for threshold conjunction rules

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence

Early prediction of temporal sequences based on information transfer

WAIM'11 Proceedings of the 12th international conference on Web-age information management

Using behavior knowledge space and temporal information for detecting intrusions in computer networks

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II

Frequent subsequence-based protein localization

BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications

Fuzzy model tuning for intrusion detection systems

ATC'06 Proceedings of the Third international conference on Autonomic and Trusted 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

Ensembles of decision rules for solving binary classification problems in the presence of missing values

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

Semantic query expansion combining association rules with ontologies and information retrieval techniques

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

From local to global patterns: evaluation issues in rule learning algorithms

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection

An automatic unsupervised querying algorithm for efficient information extraction in biomedical domain

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Guiding inference through relational reinforcement learning

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming

Active subgroup mining: a case study in coronary heart disease risk group detection

Artificial Intelligence in Medicine

Modifications of classification strategies in rule set based bagging for imbalanced data

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II

An Improved Branch-and-Bound Method for Maximum Monomial Agreement

INFORMS Journal on Computing

Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems

Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints

Fundamenta Informaticae - Fundamentals of Knowledge Technology

Rough Rule Extracting From Various Conditions: Incremental and Approximate Approaches for Inconsistent Data

Fundamenta Informaticae

A bayesian scoring technique for mining predictive and non-spurious rules

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II

Models of recognition procedures with logical correctors

Pattern Recognition and Image Analysis

Preceding rule induction with instance reduction methods

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition