Symmetric uncertainty class-feature association map for feature selection in microarray dataset

A novel multivariate filter method for feature selection in text classification problems

(2018) Mahdieh Labani et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Independent Bayesian classifier combination based sign language recognition using facial expression

(2018) Pradeep Kumar et al.   INFORMATION SCIENCES

An improved feature selection algorithm based on graph clustering and ant colony optimization

(2018) Hojat Ghimatgar et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection method with joint maximal information entropy between features and class

(2018) Kangfeng Zheng et al.   PATTERN RECOGNITION

A lexicon-free approach for 3D handwriting recognition using classifier combination

(2018) Pradeep Kumar et al.   PATTERN RECOGNITION LETTERS

A Dempster–Shafer theory based classifier combination for online Signature recognition and verification systems

(2018) Rajib Ghosh et al.   International Journal of Machine Learning and Cybernetics

A new hybrid feature selection approach using feature association map for supervised and unsupervised classification

(2017) Amit Kumar Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification

(2017) Sk Md Obaidullah et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Arrow detection in biomedical images using sequential classifier

(2017) K. C. Santosh et al.   International Journal of Machine Learning and Cybernetics

Agreeing to disagree: active learning with noisy labels without crowdsourcing

(2017) Mohamed-Rafik Bouguelia et al.   International Journal of Machine Learning and Cybernetics

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Gene selection using information gain and improved simplified swarm optimization

(2016) Chyh-Ming Lai et al.   NEUROCOMPUTING

A new hybrid filter–wrapper feature selection method for clustering based on ranking

(2016) Saúl Solorio-Fernández et al.   NEUROCOMPUTING

A graph theoretic approach for unsupervised feature selection

(2015) Parham Moradi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Feature selection using Joint Mutual Information Maximisation

(2015) Mohamed Bennasar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Power-Aware Computing in Wearable Sensor Networks: An Optimal Feature Selection

(2015) Hassan Ghasemzadeh et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Integration of graph clustering with ant colony optimization for feature selection

(2015) Parham Moradi et al.   KNOWLEDGE-BASED SYSTEMS

Computer-Aided Diagnosis of Parkinson’s Disease Using Complex-Valued Neural Networks and mRMR Feature Selection Algorithm

(2015) Musa Peker et al.   Journal of Healthcare Engineering

A comparison of simulated annealing algorithms for variable selection in principal component analysis and discriminant analysis

(2014) Michael J. Brusco   COMPUTATIONAL STATISTICS & DATA ANALYSIS

An unsupervised feature selection algorithm based on ant colony optimization

(2014) Sina Tabakhi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

MIFS-ND: A mutual information-based feature selection method

(2014) N. Hoque et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gene Selection Using Locality Sensitive Laplacian Score

(2014) Bo Liao et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

A Kernel-Based Multivariate Feature Selection Method for Microarray Data Classification

(2014) Shiquan Sun et al.   PLoS One

SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier

(2014) Mei-Ling Huang et al.   TheScientificWorldJOURNAL

Fast Multi-Scale Detection of Relevant Communities in Large-Scale Networks

(2013) E. Le Martelot et al.   COMPUTER JOURNAL

Genetic algorithm-based heuristic for feature selection in credit risk assessment

(2013) Stjepan Oreski et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Ant Colony Optimization Based Dimension Reduction Method for High-Dimensional Datasets

(2013) Ying Li et al.   Journal of Bionic Engineering

Integration of dense subgraph finding with feature clustering for unsupervised feature selection

(2013) Sanghamitra Bandyopadhyay et al.   PATTERN RECOGNITION LETTERS

Efficient feature selection filters for high-dimensional data

(2012) Artur J. Ferreira et al.   PATTERN RECOGNITION LETTERS

A hybrid feature selection method for DNA microarray data

(2011) Li-Yeh Chuang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A new hybrid ant colony optimization algorithm for feature selection

(2011) Md. Monirul Kabir et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data

(2011) Qinbao Song et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data

(2011) M. Shah et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An unsupervised approach to feature discretization and selection

(2011) Artur J. Ferreira et al.   PATTERN RECOGNITION

Compact cancer biomarkers discovery using a swarm intelligence feature selection algorithm

(2010) Emmanuel Martinez et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

A novel hybrid feature selection via Symmetrical Uncertainty ranking based local memetic search algorithm

(2010) S. Senthamarai Kannan et al.   KNOWLEDGE-BASED SYSTEMS

A new wrapper feature selection approach using neural network

(2010) Md. Monirul Kabir et al.   NEUROCOMPUTING

SVM-RFE With MRMR Filter for Gene Selection

(2009) P.A. Mundra et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT