Optimization of preprocessing stage in EEG based BCI systems in terms of accuracy and timing cost

Real-time EEG classification via coresets for BCI applications

(2020) Eitan Netzer et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multi-objective optimization using Taguchi based grey relational analysis in turning of Rock dust reinforced Aluminum MMC

(2020) K. Soorya Prakash et al.   MEASUREMENT

Two-level multi-domain feature extraction on sparse representation for motor imagery classification

(2020) Chunyao Xu et al.   Biomedical Signal Processing and Control

Removal of EOG artifacts and separation of different cerebral activity components from single channel EEG—An efficient approach combining SSA–ICA with wavelet thresholding for BCI applications

(2020) Sayedu Khasim Noorbasha et al.   Biomedical Signal Processing and Control

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface

(2019) Haider Raza et al.   NEUROCOMPUTING

Feature selection using regularized neighbourhood component analysis to enhance the classification performance of motor imagery signals

(2019) Nitesh Singh Malan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Class discrepancy-guided sub-band filter-based common spatial pattern for motor imagery classification

(2019) Jing Luo et al.   JOURNAL OF NEUROSCIENCE METHODS

HS-CNN: A CNN with hybrid convolution scale for EEG motor imagery classification

(2019) Guanghai Dai et al.   Journal of Neural Engineering

A contralateral channel guided model for EEG based motor imagery classification

(2018) Lei Sun et al.   Biomedical Signal Processing and Control

A self-adaptive frequency selection common spatial pattern and least squares twin support vector machine for motor imagery electroencephalography recognition

(2018) Duan Li et al.   Biomedical Signal Processing and Control

Application of Taguchi method and grey relational analysis on a turbulated heat exchanger

(2018) Nevin Celik et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

An effective feature extraction method by power spectral density of EEG signal for 2-class motor imagery-based BCI

(2018) Chungsong Kim et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Spatio-temporal discrepancy feature for classification of motor imageries

(2018) Jing Luo et al.   Biomedical Signal Processing and Control

Separated channel convolutional neural network to realize the training free motor imagery BCI systems

(2018) Xuyang Zhu et al.   Biomedical Signal Processing and Control

Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals

(2018) Anurag Nishad et al.   Future Generation Computer Systems-The International Journal of eScience

Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification

(2017) Yu Zhang et al.   International Journal of Neural Systems

Automatic sleep stages classification based on iterative filtering of electroencephalogram signals

(2017) Rajeev Sharma et al.   NEURAL COMPUTING & APPLICATIONS

A new approach for automatic sleep scoring: Combining Taguchi based complex-valued neural network and complex wavelet transform

(2016) Musa Peker   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Dynamic frequency feature selection based approach for classification of motor imageries

(2016) Jing Luo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Imposed target based modification of Taguchi method for feature optimisation with application in arrhythmia beat detection

(2016) Uday Maji et al.   EXPERT SYSTEMS WITH APPLICATIONS

High performance EEG signal classification using classifiability and the Twin SVM

(2015) Sumit Soman et al.   APPLIED SOFT COMPUTING

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface

(2015) Yu Zhang et al.   JOURNAL OF NEUROSCIENCE METHODS

Time-series discrimination using feature relevance analysis in motor imagery classification

(2015) A.M. Alvarez-Meza et al.   NEUROCOMPUTING

Optimization of process parameters for machining of AISI-1045 steel using Taguchi design and ANOVA

(2015) Arsalan Qasim et al.   SIMULATION MODELLING PRACTICE AND THEORY

Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface

(2015) Haider Raza et al.   SOFT COMPUTING

Automatic and Adaptive Classification of Electroencephalographic Signals for Brain Computer Interfaces

(2012) Germán Rodríguez-Bermúdez et al.   JOURNAL OF MEDICAL SYSTEMS

Bispectrum-based feature extraction technique for devising a practical brain–computer interface

(2011) Shahjahan Shahid et al.   Journal of Neural Engineering

The use of grey relational analysis in solving multiple attribute decision-making problems

(2008) Yiyo Kuo et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE

Classification of mental task from EEG data using neural networks based on particle swarm optimization

(2008) Cheng-Jian Lin et al.   NEUROCOMPUTING

Cross-correlation aided support vector machine classifier for classification of EEG signals

(2007) Suryannarayana Chandaka et al.   EXPERT SYSTEMS WITH APPLICATIONS