Binary particle swarm optimization for frequency band selection in motor imagery based brain-computer interfaces

Qingguo Wei; Zhonghai Wei

doi:10.3233/bme-151451

Binary particle swarm optimization for frequency band selection in motor imagery based brain-computer interfaces

Bio-Medical Materials and Engineering ◽

10.3233/bme-151451 ◽

2015 ◽

Vol 26 (s1) ◽

pp. S1523-S1532 ◽

Cited By ~ 14

Author(s):

Qingguo Wei ◽

Zhonghai Wei

Keyword(s):

Particle Swarm Optimization ◽

Motor Imagery ◽

Frequency Band ◽

Particle Swarm ◽

Band Selection ◽

Binary Particle Swarm Optimization ◽

Brain Computer Interfaces ◽

Swarm Optimization ◽

Computer Interfaces

Download Full-text

Binary multi-objective particle swarm optimization for channel selection in motor imagery based brain-computer interfaces

2011 4th International Conference on Biomedical Engineering and Informatics (BMEI) ◽

10.1109/bmei.2011.6098380 ◽

2011 ◽

Cited By ~ 5

Author(s):

Qingguo Wei ◽

Yanmei Wang

Keyword(s):

Particle Swarm Optimization ◽

Motor Imagery ◽

Particle Swarm ◽

Channel Selection ◽

Brain Computer Interfaces ◽

Swarm Optimization ◽

Multi Objective ◽

Computer Interfaces

Download Full-text

Channel Reduction by Cultural-Based Multi-objective Particle Swarm Optimization Based on Filter Bank in Brain–Computer Interfaces

Lecture Notes in Electrical Engineering - Unifying Electrical Engineering and Electronics Engineering ◽

10.1007/978-1-4614-4981-2_146 ◽

2013 ◽

pp. 1337-1344

Author(s):

Qingguo Wei ◽

Yanmei Wang ◽

Zongwu Lu

Keyword(s):

Particle Swarm Optimization ◽

Filter Bank ◽

Particle Swarm ◽

Brain Computer Interfaces ◽

Swarm Optimization ◽

Multi Objective ◽

Computer Interfaces ◽

Channel Reduction

Download Full-text

Relevant Frequency Band Selection using Sequential Forward Feature Selection for Motor Imagery Brain Computer Interfaces

2018 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2018.8628719 ◽

2018 ◽

Cited By ~ 2

Author(s):

Jyoti Singh Kirar ◽

R. K. Agrawal

Keyword(s):

Feature Selection ◽

Motor Imagery ◽

Frequency Band ◽

Band Selection ◽

Brain Computer Interfaces ◽

Computer Interfaces ◽

Selection For

Download Full-text

Channel selection in motor imaginary-based brain-computer interfaces: a particle swarm optimization algorithm

Journal of Integrative Neuroscience ◽

10.31083/j.jin.2019.02.17 ◽

2019 ◽

Vol 18 (2) ◽

pp. 141

Keyword(s):

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Channel Selection ◽

Brain Computer Interfaces ◽

Swarm Optimization ◽

Computer Interfaces

Download Full-text

Classification of Acoustic Emission Signals from Rail Cracks by Binary Particle Swarm Optimization Combined with SVM

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189134 ◽

2020 ◽

Author(s):

Shuzhi Song ◽

Xin Zhang ◽

Tiantian Sun ◽

Naizhang Feng ◽

Yi Shen

Keyword(s):

Acoustic Emission ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization

Download Full-text

Scheduling of Demand Side Resources Using Binary Particle Swarm Optimization

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2009.2021219 ◽

2009 ◽

Vol 24 (3) ◽

pp. 1173-1181 ◽

Cited By ~ 191

Author(s):

M. Pedrasa ◽

T.D. Spooner ◽

I.F. MacGill

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Demand Side ◽

Swarm Optimization

Download Full-text

Combining Binary Particle Swarm Optimization with Support Vector Machine for Enhancing Rice Varieties Classification Accuracy

IEEE Access ◽

10.1109/access.2021.3076130 ◽

2021 ◽

pp. 1-1

Author(s):

Tran Thi Kim Nga ◽

Tuan Pham-Viet ◽

Dang Minh Tam ◽

Insoo Koo ◽

Vladimir Y. Mariano ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Classification Accuracy ◽

Particle Swarm ◽

Support Vector ◽

Binary Particle Swarm Optimization ◽

Rice Varieties ◽

Swarm Optimization

Download Full-text

Multi-modal aggression identification using Convolutional Neural Network and Binary Particle Swarm Optimization

Future Generation Computer Systems ◽

10.1016/j.future.2021.01.014 ◽

2021 ◽

Vol 118 ◽

pp. 187-197

Author(s):

Kirti Kumari ◽

Jyoti Prakash Singh ◽

Yogesh K. Dwivedi ◽

Nripendra P. Rana

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Convolutional Neural Network ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization

Download Full-text

A Novel Feature Selection Approach based on Binary Particle Swarm Optimization and Ensemble Learning for Heterogeneous Defect Prediction

2021 3rd Asia Pacific Information Technology Conference ◽

10.1145/3449365.3449384 ◽

2021 ◽

Author(s):

Ruchika Malhotra ◽

Anmol Budhiraja ◽

Abhinav Kumar Singh ◽

Ishani Ghoshal

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Ensemble Learning ◽

Particle Swarm ◽

Defect Prediction ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization ◽

Selection Approach ◽

Feature Selection Approach ◽

Heterogeneous Defect Prediction

Download Full-text

Understanding Crowd Intelligence in Large-scale Systems: A Hierarchical Binary Particle Swarm Optimization Approach

2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) ◽

10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00117 ◽

2020 ◽

Author(s):

Linqing Zhai ◽

Zheming Yang ◽

Wen Ji

Keyword(s):

Particle Swarm Optimization ◽

Large Scale ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Optimization Approach ◽

Swarm Optimization ◽

Large Scale Systems ◽

Crowd Intelligence

Download Full-text