Class-Adaptive Denoising for EEG Data Classification

25. Incremental learning in the task of eeg data classification

Clinical Neurophysiology ◽

10.1016/j.clinph.2013.12.063 ◽

2014 ◽

Vol 125 (5) ◽

pp. e32-e33 ◽

Author(s):

V. Gerla ◽

M. Murgas ◽

V.D. Radisavljevic ◽

L. Lhotska ◽

V. Krajca

Keyword(s):

Incremental Learning ◽

Data Classification ◽

Multiclass EEG data classification using fuzzy systems

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2017.8015731 ◽

2017 ◽

Cited By ~ 3

Author(s):

Thanh Nguyen ◽

Imali Hettiarachchi ◽

Abbas Khosravi ◽

Syed Moshfeq Salaken ◽

Asim Bhatti ◽

...

Keyword(s):

Fuzzy Systems ◽

Data Classification ◽

Comparison of EEG Data Classification between Conventional Visual Cue-Marker and EMG-Based Marker on Brain Activity

Procedia Manufacturing ◽

10.1016/j.promfg.2018.06.010 ◽

2018 ◽

Vol 24 ◽

pp. 66-73

Author(s):

Khairunnisa Johar ◽

Noor Ayuni Che Zakaria ◽

Muhammad Azmi Ayub ◽

Cheng Yee Low ◽

Fazah Akthar Hanapiah

Keyword(s):

Brain Activity ◽

Data Classification ◽

Visual Cue ◽

EEG data classification through signal spatial redistribution and optimized linear discriminants

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2009.05.005 ◽

2010 ◽

Vol 97 (1) ◽

pp. 39-47 ◽

Cited By ~ 12

Author(s):

David Gutiérrez ◽

Diana I. Escalona-Vargas

Keyword(s):

Data Classification ◽

Eeg Data ◽

Spatial Redistribution ◽

Linear Discriminants

EEG data classification with several mental tasks

IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2002.1175567 ◽

2003 ◽

Author(s):

Choi Kyoung ho ◽

M. Sasaki

Keyword(s):

Data Classification ◽

Eeg Data ◽

Mental Tasks

IFMBE Proceedings - 6th European Conference of the International Federation for Medical and Biological Engineering ◽

An Incremental Approach to Clinical EEG Data Classification

10.1007/978-3-319-11128-5_122 ◽

2015 ◽

pp. 489-492 ◽

Author(s):

Vaclav Gerlá ◽

Lenka Lhotska ◽

Matej Murgas ◽

Vladana Djordjevic Radisavljevic ◽

Vladimir Krajca ◽

...

Keyword(s):

Data Classification ◽

Incremental Approach ◽

Eeg Data ◽

Clinical Eeg

EEG data classification using wavelet features selected by Wilcoxon statistics

Neural Computing and Applications ◽

10.1007/s00521-014-1802-y ◽

2014 ◽

Vol 26 (5) ◽

pp. 1193-1202 ◽

Cited By ~ 11

Author(s):

Thanh Nguyen ◽

Abbas Khosravi ◽

Douglas Creighton ◽

Saeid Nahavandi

Keyword(s):

Data Classification ◽

Eeg Data ◽

Wavelet Features

A study of recent classification algorithms and a novel approach for EEG data classification

2010 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2010.5642424 ◽

2010 ◽

Cited By ~ 7

Author(s):

Eyup Cinar ◽

Ferat Sahin

Keyword(s):

Data Classification ◽

Classification Algorithms ◽

Novel Approach ◽

Eeg Data ◽

Recent Classification

EEG data classification with localised structural information

Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 ◽

10.1109/icpr.2000.906065 ◽

2002 ◽

Author(s):

Sameer Singh

Keyword(s):

Structural Information ◽

Data Classification ◽

EEG Data Classification for Mental State Analysis Using Wavelet Packet Transform and Gaussian Process Classifier

Wireless Personal Communications ◽

10.1007/s11277-020-07675-7 ◽

2020 ◽

Vol 115 (3) ◽

pp. 2149-2169 ◽

Author(s):

Rahul Desai ◽

Pratik Porob ◽

Penjo Rebelo ◽

Damodar Reddy Edla ◽

Annushree Bablani

Keyword(s):

Gaussian Process ◽

Mental State ◽

Wavelet Packet ◽

Data Classification ◽

Wavelet Packet Transform ◽

Eeg Data ◽

State Analysis