PSO-based feature selection and neighborhood rough set-based classification for BCI multiclass motor imagery task

A novel hybrid feature selection method based on rough set and improved harmony search

(2015) H. Hannah Inbarani et al.   NEURAL COMPUTING & APPLICATIONS

Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain–computer interfaces

(2015) Luis F. Nicolas-Alonso et al.   NEUROCOMPUTING

Quick attribute reduct algorithm for neighborhood rough set model

(2014) Liu Yong et al.   INFORMATION SCIENCES

Feature selection using swarm-based relative reduct technique for fetal heart rate

(2014) H. Hannah Inbarani et al.   NEURAL COMPUTING & APPLICATIONS

Classification of EEG Signals Using a Multiple Kernel Learning Support Vector Machine

(2014) Xiaoou Li et al.   SENSORS

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

(2014) Akshansh Gupta et al.   SOFT COMPUTING

Dimensionality reduction of medical big data using neural-fuzzy classifier

(2014) Ahmad Taher Azar et al.   SOFT COMPUTING

Extracting optimal tempo-spatial features using local discriminant bases and common spatial patterns for brain computer interfacing

(2013) Javier Asensio-Cubero et al.   Biomedical Signal Processing and Control

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

(2013) H. Hannah Inbarani et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Multiresolution analysis over simple graphs for brain computer interfaces

(2013) J Asensio-Cubero et al.   Journal of Neural Engineering

ECG signal processing for abnormalities detection using multi-resolution wavelet transform and Artificial Neural Network classifier

(2013) Hari Mohan Rai et al.   MEASUREMENT

Performance analysis of support vector machines classifiers in breast cancer mammography recognition

(2013) Ahmad Taher Azar et al.   NEURAL COMPUTING & APPLICATIONS

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

(2013) Tae-Eui Kam et al.   NEUROCOMPUTING

Covering based rough set approximations

(2012) Yiyu Yao et al.   INFORMATION SCIENCES

Multiple classifier system for EEG signal classification with application to brain–computer interfaces

(2012) Amir Ahangi et al.   NEURAL COMPUTING & APPLICATIONS

Multiclass Filters by a Weighted Pairwise Criterion for EEG Single-Trial Classification

(2011) Haixian Wang   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multiclass Brain–Computer Interface Classification by Riemannian Geometry

(2011) A. Barachant et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Classification of Mental Task From EEG Signals Using Immune Feature Weighted Support Vector Machines

(2010) Lei Guo et al.   IEEE TRANSACTIONS ON MAGNETICS

Nonstationary Brain Source Separation for Multiclass Motor Imagery

(2009) C. Gouy-Pailler et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS

Neighborhood rough set based heterogeneous feature subset selection

(2008) Qinghua Hu et al.   INFORMATION SCIENCES

Attribute reduction in decision-theoretic rough set models

(2008) Yiyu Yao et al.   INFORMATION SCIENCES

Probabilistic rough set approximations

(2007) Yiyu Yao   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Neighborhood classifiers

(2006) Q HU et al.   EXPERT SYSTEMS WITH APPLICATIONS