Learning Boolean concepts in the presence of many irrelevant features

Adaptive versus nonadaptive attribute-efficient learning

STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing

Axiomatic Approach to Feature Subset Selection Based on Relevance

IEEE Transactions on Pattern Analysis and Machine Intelligence

Feature selection for ensembles

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

Incremental Feature Selection

Applied Intelligence

Feature Competitive Algorithm for Dimension Reduction of the Self-Organizing Map Input Space

Applied Intelligence

Automating the Diagnosis and Rectification of Deflection Yoke Production Using Hybrid Knowledge Acquisition and Case-Based Reasoning

Applied Intelligence

Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey

Data Mining and Knowledge Discovery

A Formalism for Relevance and Its Application in Feature Subset Selection

Machine Learning

Adaptive Versus Nonadaptive Attribute-Efficient Learning

Machine Learning

Feature Selection via Discretization

IEEE Transactions on Knowledge and Data Engineering

An Implementation of Logical Analysis of Data

IEEE Transactions on Knowledge and Data Engineering

SOAP: Efficient Feature Selection of Numeric Attributes

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Improving Supervised Learning by Feature Decomposition

FoIKS '02 Proceedings of the Second International Symposium on Foundations of Information and Knowledge Systems

Finding Essential Attributes in Binary Data

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

Consistency Based Feature Selection

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

Feature Selection Using Consistency Measure

DS '99 Proceedings of the Second International Conference on Discovery Science

Feature selection based on a modified fuzzy C-means algorithm with supervision

Information Sciences—Informatics and Computer Science: An International Journal

Data reduction: feature selection

Handbook of data mining and knowledge discovery

Finding Essential Attributes from Binary Data

Annals of Mathematics and Artificial Intelligence

A comparative assessment of classification methods

Decision Support Systems

Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning

Journal of Intelligent Information Systems

Addressing the Problems of Bayesian Network Classification of Video Using High-Dimensional Features

IEEE Transactions on Knowledge and Data Engineering

Consistency-based search in feature selection

Artificial Intelligence

A Personalized Defection Detection and Prevention Procedurebased on the Self-Organizing Map and Association Rule Mining: Applied to Online Game Site

Artificial Intelligence Review

Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

Fast feature selection by means of projections

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence

Optimization-based feature selection with adaptive instance sampling

Computers and Operations Research

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach

The Journal of Machine Learning Research

Feature selection for air quality forecasting: a genetic algorithm approach

AI Communications - Binding Environmental Sciences and Artificial Intelligence

Incremental wrapper-based gene selection from microarray data for cancer classification

Pattern Recognition

Feature set decomposition for decision trees

Intelligent Data Analysis

A new mutual information based measure for feature selection

Intelligent Data Analysis

Generalized rough sets based feature selection

Intelligent Data Analysis

Genetic algorithm-based feature set partitioning for classification problems

Pattern Recognition

Genetic algorithm-based feature set partitioning for classification problems

Pattern Recognition

Mining manufacturing data using genetic algorithm-based feature set decomposition

International Journal of Intelligent Systems Technologies and Applications

Feature selection algorithms in classification problems: an experimental evaluation

AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases

New heuristics in feature selection for high dimensional data

AI Communications

Mixed feature selection based on granulation and approximation

Knowledge-Based Systems

Consistency measures for feature selection

Journal of Intelligent Information Systems

Feature selection algorithms in classification problems: an experimental evaluation

Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine

Parameterized Learnability of k-Juntas and Related Problems

ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory

Construction of supervised and unsupervised learning systems for multilingual text categorization

Expert Systems with Applications: An International Journal

A study of mutual information based feature selection for case based reasoning in software cost estimation

Expert Systems with Applications: An International Journal

Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization

IEICE - Transactions on Information and Systems

Searching for interacting features in subset selection

Intelligent Data Analysis

Searching for interacting features

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Parameterized learnability of juntas

Theoretical Computer Science

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

Consistency-Based Feature Selection

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I

A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method

MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence

Selecting discrete and continuous features based on neighborhood decision error minimization

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Application of a generalization of russo's formula to learning from multiple random oracles

Combinatorics, Probability and Computing

Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination

The Journal of Machine Learning Research

Ultrahigh Dimensional Feature Selection: Beyond The Linear Model

The Journal of Machine Learning Research

Feature selection in audiovisual emotion recognition based on rough set theory

Transactions on rough sets VII

Data mining on multimedia data

Data mining on multimedia data

A user driven data mining process model and learning system

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

Towards a memetic feature selection paradigm

IEEE Computational Intelligence Magazine

A novel information theoretic-interact algorithm (IT-IN) for feature selection using three machine learning algorithms

Expert Systems with Applications: An International Journal

Selecting useful features for personal credit risk analysis

International Journal of Business Information Systems

Data Mining on DNA Sequences of Hepatitis B Virus

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Correntropy based feature selection using binary projection

Pattern Recognition

Minimizing neighborhood evidential decision error for feature evaluation and selection based on evidence theory

Expert Systems with Applications: An International Journal

Survey and taxonomy of feature selection algorithms in intrusion detection system

Inscrypt'06 Proceedings of the Second SKLOIS conference on Information Security and Cryptology

Constructive meta-level feature selection method based on method repositories

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Fuzzy criteria for feature selection

Fuzzy Sets and Systems

Toward modeling lightweight intrusion detection system through correlation-based hybrid feature selection

CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology

Visual interactive evolutionary algorithm for high dimensional outlier detection and data clustering problems

International Journal of Bio-Inspired Computation

Feature selection based on relative attribute dependency: an experimental study

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

Heuristic search over a ranking for feature selection

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Multi-objective particle swarm optimisation (PSO) for feature selection

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients

Expert Systems with Applications: An International Journal

An adaption of relief for redundant feature elimination

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II

From Optimal Hyperplanes to Optimal Decision Trees

Fundamenta Informaticae

When does greedy learning of relevant attributes succeed?: a fourier-based characterization

COCOON'07 Proceedings of the 13th annual international conference on Computing and Combinatorics

A particle swarm optimisation based multi-objective filter approach to feature selection for classification

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence

Attribute selection based on a new conditional entropy for incomplete decision systems

Knowledge-Based Systems

A multi-objective feature selection approach based on binary PSO and rough set theory

EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

A novel feature subset selection algorithm based on association rule mining

Intelligent Data Analysis