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1

Motor imagery feature selection using modified whale optimization algorithm for brain–computer interface
Pawan ; Sharma, Vikas ; Chelladurai, Anand Deva Durai ; et al.
Iran Journal of Computer Science: An International Journal. 8(4):1929-1948

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2

Subject based feature selection for hybrid brain computer interface using genetic algorithm and support vector machine
Mateen, Nida ; Naeem, Mehreen ; Khan, Muhammad Jawad ; et al.
In Results in Engineering September 2025 27

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3

Automatic Feature Selection for Sensorimotor Rhythms Brain-Computer Interface Fusing Expert and Data-Driven Knowledge
Mushfika Sultana ; Serafeim Perdikis
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 3422-3431 (2024)

Adult Reproducibility of Resul... Electroencephalography RM1-950 Machine Learning feature selection …
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4

Optimizing Bioimaging: Quantum Computing-Inspired Bald Eagle Search Optimization for Motor Imaging EEG Feature Selection.
Choubey C ; Dhanalakshmi M ; Karunakaran S ; et al.
Publisher: Sage Publications Country of Publication: United States NLM ID: 101213033 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2169-5202 (Electronic) Linking ISSN: 15500594 NLM ISO Abbreviation: Clin EEG Neurosci Subsets: MEDLINE

Humans Algorithms Signal Processing, Compu... Support Vector Machine Principal Component Anal... Electroencephalography m... …
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5

Neuronal avalanches for EEG-based motor imagery BCI: robustness of classification performance & validity of feature selection
Mannino, Camilla ; Chavez, Mario ; Sorrentino, Pierpaolo ; et al.
Journées CORTICO 2024, May 2024, Nancy, France

Nancy, France Neural Avalanches Brain - Computer Interfa... Electroeencephalogram EE... Features selection [SCCO.NEUR]Cognitive sci... …
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6

Reinforcement learning-based feature selection for improving the performance of the brain–computer interface system
Jabri, Jamal ; Hassanhosseini, Saeid ; Kamali, Abbas ; et al.
Signal, Image and Video Processing. 17(4):1383-1389

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7

Automatic Selection of Control Features for Electroencephalography-Based Brain–Computer Interface Assisted Motor Rehabilitation: The GUIDER Algorithm
Colamarino E. ; Pichiorri F. ; Toppi J. ; et al.
Brain Topography. 35:182-190

Stroke 03 medical and health sc... 0302 clinical medicine Brain-Computer Interface... Imagination Stroke Rehabilitation …
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8

Optimization of EEG-based wheelchair control: machine learning, feature selection, outlier management, and explainable AI
Hamed, Amr M. ; Attia, Abdel-Fattah ; El-Behery, Heba
Journal of Big Data. 12(1)

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9

Multi-objective symbiotic organism search algorithm for optimal feature selection in brain computer interfaces
Baysal, Yesim A. ; Ketenci, Seniha ; Altas, Ismail H. ; et al.
In Expert Systems With Applications 1 March 2021 165

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10

Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain-Computer Interface System.
Kabir MH ; Akhtar NI ; Tasnim N ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Humans Algorithms Signal Processing, Compu... Imagination physiology Brain physiology Brain-Computer Interface... …
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11

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12

BCI-sift: An Automated Feature Selection Toolbox for Brain-Computer Interface Applications
Offenberg, Elena ; Keller, Dirk ; Vansteensel, Mariska ; et al.

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13

Subject-Specific feature selection for near infrared spectroscopy based brain-computer interfaces
Aydin, Eda Akman
In Computer Methods and Programs in Biomedicine October 2020 195

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14

Dimensionality reduction in evolutionary algorithms-based feature selection for motor imagery brain-computer interface
Tan, Ping ; Wang, Xin ; Wang, Yong
In Swarm and Evolutionary Computation February 2020 52

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15

Multiobjective Evolutionary Sequential Channel/ Feature Selection for EEG Motor Imagery Analysis
H. Saadatmand ; M.-R. Akbarzadeh-T.
IEEE Journal of Biomedical and Health Informatics. 29:2546-2556

Fuzzy Logic Brain-Computer Interface... Imagination Humans Electroencephalography Signal Processing, Compu... …
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16

Multi-way feature selection for ECoG-based Brain-Computer Interface
Motrenko, Anastasia ; Strijov, Vadim
In Expert Systems With Applications 30 December 2018 114:402-413

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17

A Survey on Feature Selection, Classification, and Optimization Techniques for EEG-Based Brain–Computer Interface
Sanoj Chakkithara Subramanian ; D. Daniel
Lecture Notes in Networks and Systems ISBN: 9789819990429

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18

A hierarchical recursive feature elimination algorithm to develop brain computer interface application of user behavior for statistical reasoning and decision making
Ajrawi, Shams Al ; Rao, Ramesh ; Sarkar, Mahasweta
In Journal of Neuroscience Methods August 2024 408

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19

A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees
Trofimov, Alexander G. ; Shishkin, Sergei L. ; Kozyrskiy, Bogdan L. ; et al.
In Procedia Computer Science 2018 123:488-493

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20

A dynamical graph-based feature extraction approach to enhance mental task classification in brain–computer interfaces
Zhu, Shaotong ; Hosni, Sarah Ismail ; Huang, Xiaofei ; et al.
In Computers in Biology and Medicine February 2023 153

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