RETRACTED ARTICLE: Feature selection for machine learning classification problems: a recent overview

Two novel feature selection methods based on decomposition and composition

(2010) Na Jiao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection with Intelligent Dynamic Swarm and Rough Set

(2010) Changseok Bae et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection using fuzzy entropy measures with similarity classifier

(2010) Pasi Luukka   EXPERT SYSTEMS WITH APPLICATIONS

Using support vector machines with a novel hybrid feature selection method for diagnosis of erythemato-squamous diseases

(2010) Juanying Xie et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2010) Mădălina M. Drugan et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Feature evaluation and selection based on neighborhood soft margin

(2010) Qinghua Hu et al.   NEUROCOMPUTING

A novel hypothesis-margin based approach for feature selection with side pairwise constraints

(2010) Ming Yang et al.   NEUROCOMPUTING

A new wrapper feature selection approach using neural network

(2010) Md. Monirul Kabir et al.   NEUROCOMPUTING

SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion

(2010) S.P. Moustakidis et al.   PATTERN RECOGNITION

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

(2010) Mariam Kalakech et al.   PATTERN RECOGNITION LETTERS

Rough set based approaches to feature selection for Case-Based Reasoning classifiers

(2010) Maria Salamó et al.   PATTERN RECOGNITION LETTERS

A novel hybrid feature selection method for microarray data analysis

(2009) Chien-Pang Lee et al.   APPLIED SOFT COMPUTING

A dependency-based search strategy for feature selection

(2009) Ahmed Al-Ani   EXPERT SYSTEMS WITH APPLICATIONS

A decision rule-based method for feature selection in predictive data mining

(2009) Patricia E.N. Lutu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A wrapper method for feature selection using Support Vector Machines

(2009) Sebastián Maldonado et al.   INFORMATION SCIENCES

A novel feature selection approach for biomedical data classification

(2009) Yonghong Peng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A filter model for feature subset selection based on genetic algorithm

(2009) M.E. ElAlami   KNOWLEDGE-BASED SYSTEMS

Information-theoretic feature selection for functional data classification

(2009) Vanessa Gómez-Verdejo et al.   NEUROCOMPUTING

Boosting feature selection using information metric for classification

(2009) Huawen Liu et al.   NEUROCOMPUTING

Bagging Constraint Score for feature selection with pairwise constraints

(2009) Dan Sun et al.   PATTERN RECOGNITION

Optimal feature selection for support vector machines

(2009) Minh Hoai Nguyen et al.   PATTERN RECOGNITION

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

Supervised feature selection by clustering using conditional mutual information-based distances

(2009) José Martínez Sotoca et al.   PATTERN RECOGNITION

Feature selection using tabu search with long-term memories and probabilistic neural networks

(2009) Yong Wang et al.   PATTERN RECOGNITION LETTERS

A rough set approach to feature selection based on ant colony optimization

(2009) Yumin Chen et al.   PATTERN RECOGNITION LETTERS

An improved feature selection method based on ant colony optimization (ACO) evaluated on face recognition system

(2008) Hamidreza Rashidy Kanan et al.   APPLIED MATHEMATICS AND COMPUTATION

Evolutionary-based feature selection approaches with new criteria for data mining: A case study of credit approval data

(2008) Chia-Ming Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity

(2008) Patrick Emmanuel Meyer et al.   IEEE Journal of Selected Topics in Signal Processing

Semisupervised Clustering with Metric Learning using Relative Comparisons

(2008) N. Kumar et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A General Wrapper Approach to Selection of Class-Dependent Features

(2008) Lipo Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Neighborhood rough set based heterogeneous feature subset selection

(2008) Qinghua Hu et al.   INFORMATION SCIENCES

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data

(2008) Luciano Sánchez et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Enhanced feature selection models using gradient-based and point injection techniques

(2008) D. Huang et al.   NEUROCOMPUTING

Locality sensitive semi-supervised feature selection

(2008) Jidong Zhao et al.   NEUROCOMPUTING

Feature selection using localized generalization error for supervised classification problems using RBFNN

(2008) Wing W.Y. Ng et al.   PATTERN RECOGNITION

A feature selection technique for generation of classification committees and its application to categorization of laryngeal images

(2008) M. Bacauskiene et al.   PATTERN RECOGNITION

An improvement on floating search algorithms for feature subset selection

(2008) Songyot Nakariyakul et al.   PATTERN RECOGNITION

Feature selection with dynamic mutual information

(2008) Huawen Liu et al.   PATTERN RECOGNITION

Performance of feature-selection methods in the classification of high-dimension data

(2008) Jianping Hua et al.   PATTERN RECOGNITION

Feature selection based on loss-margin of nearest neighbor classification

(2008) Yun Li et al.   PATTERN RECOGNITION

Different metaheuristic strategies to solve the feature selection problem

(2008) Silvia Casado Yusta   PATTERN RECOGNITION LETTERS

Feature selection for high-dimensional data in astronomy

(2007) Hongwen Zheng et al.   ADVANCES IN SPACE RESEARCH

Feature selection using correlation fractal dimension: Issues and applications in binary classification problems

(2007) S. Durga Bhavani et al.   APPLIED SOFT COMPUTING

An efficient bit-based feature selection method

(2007) W CHEN et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predictor output sensitivity and feature similarity-based feature selection

(2007) A. Verikas et al.   FUZZY SETS AND SYSTEMS

Mixed feature selection based on granulation and approximation

(2007) Qinghua Hu et al.   KNOWLEDGE-BASED SYSTEMS

A fast separability-based feature-selection method for high-dimensional remotely sensed image classification

(2007) Baofeng Guo et al.   PATTERN RECOGNITION

Invariant optimal feature selection: A distance discriminant and feature ranking based solution

(2007) Jianning Liang et al.   PATTERN RECOGNITION

Constraint Score: A new filter method for feature selection with pairwise constraints

(2007) Daoqiang Zhang et al.   PATTERN RECOGNITION