Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)

Topic taxonomy adaptation for group profiling

ACM Transactions on Knowledge Discovery from Data (TKDD)

Identifying biologically relevant genes via multiple heterogeneous data sources

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Improving Search Efficiency of Incremental Variable Selection by Using Second-Order Optimal Criterion

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III

Scalable Feature Selection for Multi-class Problems

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

A Combined Ant Colony and Differential Evolution Feature Selection Algorithm

ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence

Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection

Information Sciences: an International Journal

Exploring the boundary region of tolerance rough sets for feature selection

Pattern Recognition

Feature shaping for linear SVM classifiers

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Relational learning via latent social dimensions

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Feature subset selection from positive and unlabelled examples

Pattern Recognition Letters

Rough Sets and Functional Dependencies in Data: Foundations of Association Reducts

Transactions on Computational Science V

A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Feature Construction and Feature Selection in Presence of Attribute Interactions

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Feature selection for aiding glass forensic evidence analysis

Intelligent Data Analysis

Feature Selection Using Non Linear Feature Relation Index

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence

Metric in Feature Space

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence

A Novel Approach for Detection of Alteration in Ball Pen Writings

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence

Systems biology through complex networks, signal processing, image analysis, and artificial intelligence

DSP'09 Proceedings of the 16th international conference on Digital Signal Processing

Hierarchical classification of G-Protein-Coupled Receptors with data-driven selection of attributes and classifiers

International Journal of Data Mining and Bioinformatics

IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule

Pattern Recognition

An unsupervised feature selection algorithm: laplacian score combined with distance-based entropy measure

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application

Fuzzy-rough approaches for mammographic risk analysis

Intelligent Data Analysis - Knowledge Discovery in Bioinformatics

Feature selection for Bayesian network classifiers using the MDL-FS score

International Journal of Approximate Reasoning

Feature subset selection using differential evolution

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Empirical evaluation of feature selection methods in classification

Intelligent Data Analysis

Energy Supervised Relevance Neural Gas for Feature Ranking

Neural Processing Letters

Arabic script web page language identifications using decision tree neural networks

Pattern Recognition

Discovering highly informative feature sets from data streams

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I

Multidimensional data visualization applied for user's questionnaire data quality assessment

KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I

Feature set reduction by evolutionary selection and construction

KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II

Adaptive particle swarm optimizer for feature selection

IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning

A comparison of feature-selection methods for intrusion detection

MMM-ACNS'10 Proceedings of the 5th international conference on Mathematical methods, models and architectures for computer network security

Feature rating by random subspaces for functional brain mapping

BI'10 Proceedings of the 2010 international conference on Brain informatics

Spatially constrained fuzzy-clustering-based sensor placement for spatiotemporal fuzzy-control system

IEEE Transactions on Fuzzy Systems

Infosel++: information based feature selection C++ library

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

IFS-CoCo in the landscape contest: description and results

ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos

Constraint scores for semi-supervised feature selection: A comparative study

Pattern Recognition Letters

A writer-independent off-line signature verification system based on signature morphology

Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia

Multi-objective genetic algorithm evaluation in feature selection

EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization

Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood

Artificial Intelligence in Medicine

Learning features through feedback for blog distillation

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

A preliminary study on the use of fuzzy rough set based feature selection for improving evolutionary instance selection algorithms

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I

Application of the generic feature selection measure in detection of web attacks

CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems

Evaluation of binarization algorithms for camera-based devices

MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition

Methods in case-based classification in bioinformatics: lessons learned

ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects

Rough-set-inspired feature subset selection, classifier construction, and rule aggregation

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology

Fuzzy criteria for feature selection

Fuzzy Sets and Systems

Feature subset-wise mixture model-based clustering via local search algorithm

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence

Machine learning techniques and mammographic risk assessment

IWDM'10 Proceedings of the 10th international conference on Digital Mammography

Memetic feature selection: benchmarking hybridization schemata

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

The evolution of higher-level biochemical reaction models

Genetic Programming and Evolvable Machines

Case based reasoning with bayesian model averaging: an improved method for survival analysis on microarray data

ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development

Ensembles of bireducts: towards robust classification and simple representation

FGIT'11 Proceedings of the Third international conference on Future Generation Information Technology

An improved CART decision tree for datasets with irrelevant feature

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I

Comparison of reuse strategies for case-based classification in bioinformatics

ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development

Guided rule discovery in XCS for high-dimensional classification problems

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence

Modelling of water quality: an application to a water treatment process

Applied Computational Intelligence and Soft Computing

A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computing

Interacting with Computers

Data and feature reduction in fuzzy modeling through particle swarm optimization

Applied Computational Intelligence and Soft Computing

Unsupervised feature selection for linked social media data

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network

Expert Systems with Applications: An International Journal

Integrating a differential evolution feature weighting scheme into prototype generation

Neurocomputing

A general lp-norm support vector machine via mixed 0-1 programming

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

An intelligent system for managing the isolation of patients suspected of pulmonary tuberculosis

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning

Feature extraction in protein sequences classification: a new stability measure

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine

Maximizing benefits from crowdsourced data

Computational & Mathematical Organization Theory

Conversationally-inspired stylometric features for authorship attribution in instant messaging

Proceedings of the 20th ACM international conference on Multimedia

Feature selection for classification of oscillating time series

Expert Systems: The Journal of Knowledge Engineering

Evidence conflict analysis approach to obtain an optimal feature set for bayesian tutoring systems

ICICA'12 Proceedings of the Third international conference on Information Computing and Applications

Filter approach feature selection methods to support multi-label learning based on relieff and information gain

SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence

Unsupervised fuzzy-rough set-based dimensionality reduction

Information Sciences: an International Journal

Improving Effectiveness of Intrusion Detection by Correlation Feature Selection

International Journal of Mobile Computing and Multimedia Communications

Opcode sequences as representation of executables for data-mining-based unknown malware detection

Information Sciences: an International Journal

A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach

Electronic Notes in Theoretical Computer Science (ENTCS)

RPCA: a novel preprocessing method for PCA

Advances in Artificial Intelligence

FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

A feature construction method for general object recognition

Pattern Recognition

Class dependent feature weighting and k-nearest neighbor classification

PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics

High-level attributes modeling for indoor scenes classification

Neurocomputing

Supervised hybrid feature selection based on PSO and rough sets for medical diagnosis

Computer Methods and Programs in Biomedicine

Supervised feature subset selection with ordinal optimization

Knowledge-Based Systems

IDS false alarm reduction using an instance selection KNN-memetic algorithm

International Journal of Metaheuristics

Feature selection for ordinal text classification

Neural Computation

A Framework to Generate Synthetic Multi-label Datasets

Electronic Notes in Theoretical Computer Science (ENTCS)

Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction

Journal of Ambient Intelligence and Smart Environments

Lazy attribute selection: Choosing attributes at classification time

Intelligent Data Analysis

Selecting different protein representations and classification algorithms in hierarchical protein function prediction

Intelligent Data Analysis