Multi-objective symbiotic organism search algorithm for optimal feature selection in brain computer interfaces

•Feature selection algorithms based SOS algorithm are presented.•Four different algorithms are improved in order to select of optimal features.•MOSOS algorithm is the best to maximize accuracy while minimizing feature number.•Performance of the improved algorithms is evaluated on two well-known data...

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Veröffentlicht in:	Expert systems with applications 2021-03, Vol.165, p.113907, Article 113907
Hauptverfasser:	Baysal, Yesim A., Ketenci, Seniha, Altas, Ismail H., Kayikcioglu, Temel
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Brain computer interface Classification Datasets Evolutionary algorithms Evolutionary computation Feature selection Human-computer interface Image classification Multi-objective optimization Organisms Search algorithms Sorting algorithms Symbiotic search organism algorithm
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