Performance enhancement of mental task classification using EEG signal: a study of multivariate feature selection methods

EFFICIENT AUTOMATIC SELECTION AND COMBINATION OF EEG FEATURES IN LEAST SQUARES CLASSIFIERS FOR MOTOR IMAGERY BRAIN–COMPUTER INTERFACES

(2013) GERMAN RODRÍGUEZ-BERMÚDEZ et al.   International Journal of Neural Systems

Automatic feature selection of motor imagery EEG signals using differential evolution and learning automata

(2013) Saugat Bhattacharyya et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Performance evaluation of weights selection schemes for linear combination of multiple forecasts

(2012) Ratnadip Adhikari et al.   ARTIFICIAL INTELLIGENCE REVIEW

A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy–Maximum Relevance filter method

(2011) C. Okan Sakar et al.   EXPERT SYSTEMS WITH APPLICATIONS

The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures

(2011) Anne-Claire Haury et al.   PLoS One

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

On-line incremental feature weighting in evolving fuzzy classifiers

(2010) Edwin Lughofer   FUZZY SETS AND SYSTEMS

Feature selection on movement imagery discrimination and attention detection

(2010) N. S. Dias et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Comparison of feature selection and classification methods for a brain–computer interface driven by non-motor imagery

(2009) Alvaro Fuentes Cabrera et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS

EEG-based motor imagery analysis using weighted wavelet transform features

(2008) Wei-Yen Hsu et al.   JOURNAL OF NEUROSCIENCE METHODS

Wavelet transform feature extraction from human PPG, ECG, and EEG signal responses to ELF PEMF exposures: A pilot study

(2007) Dean Cvetkovic et al.   DIGITAL SIGNAL PROCESSING