Framework for the Ensemble of Feature Selection Methods

Evaluating the impact of multivariate imputation by MICE in feature selection

(2021) Maritza Mera-Gaona et al.   PLoS One

An Ensemble Feature Selection Approach to Identify Relevant Features from EEG Signals

(2021) Maritza Mera-Gaona et al.   Applied Sciences-Basel

W2VLDA: Almost unsupervised system for Aspect Based Sentiment Analysis

(2018) Aitor García-Pablos et al.   EXPERT SYSTEMS WITH APPLICATIONS

A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET

(2018) Daniel Lachner-Piza et al.   JOURNAL OF NEUROSCIENCE METHODS

Text feature selection with a robust weight scheme and dynamic dimension reduction to text document clustering

(2017) Laith Mohammad Abualigah et al.   EXPERT SYSTEMS WITH APPLICATIONS

Ensemble feature selection: Homogeneous and heterogeneous approaches

(2017) B. Seijo-Pardo et al.   KNOWLEDGE-BASED SYSTEMS

Lexicon based feature extraction for emotion text classification

(2017) Anil Bandhakavi et al.   PATTERN RECOGNITION LETTERS

Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset: Experimental Comparisons

(2017) Jinya Su et al.   SENSORS

A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification

(2016) Vitor Basto-Fernandes et al.   APPLIED SOFT COMPUTING

Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis

(2016) Rui Xia et al.   INFORMATION PROCESSING & MANAGEMENT

Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach

(2016) Ursula Neumann et al.   BioData Mining

Locality sensitivity discriminant analysis-based feature ranking of human emotion actions recognition

(2015) Nurnadia M. Khair et al.   Journal of Physical Therapy Science

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

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

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

Text analysis for detecting terrorism-related articles on the web

(2013) Dongjin Choi et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

An ensemble correlation-based gene selection algorithm for cancer classification with gene expression data

(2012) Y. Piao et al.   BIOINFORMATICS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Information-theoretic approaches to SVM feature selection for metagenome read classification

(2011) Elaine Garbarine et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

An ensemble of filters and classifiers for microarray data classification

(2011) V. Bolón-Canedo et al.   PATTERN RECOGNITION

A novel hybrid feature selection method for microarray data analysis

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

An efficient gene selection algorithm based on mutual information

(2008) Ruichu Cai et al.   NEUROCOMPUTING