Epileptic Seizure Prediction Based on Hybrid Seek Optimization Tuned Ensemble Classifier Using EEG Signals.

Kapoor, Bhaskar; Nagpal, Bharti; Jain, Praphula Kumar; Abraham, Ajith; Gabralla, Lubna Abdelkareim

Kapoor, Bhaskar; Nagpal, Bharti; Jain, Praphula Kumar; Abraham, Ajith; Gabralla, Lubna Abdelkareim.

Afiliação

Kapoor B; Ambedkar Institute of Advanced Communication Technologies & Research (AIACT&R), Guru Gobind Singh Indraprastha University, New Delhi 110078, India.
Nagpal B; NSUT (East Campus) (Formerly AIACT&R), Delhi 110031, India.
Jain PK; Department of Computer Engineering & Applications, GLA University, Mathura 281406, India.
Abraham A; Machine Intelligence Research Labs (MIR Labs), Auburn, WA 98071, USA.
Gabralla LA; Department of Computer Science and Information Technology, College of Applied, Princess Nourah bint Abdulrahman University, Riyadh 11564, Saudi Arabia.

Sensors (Basel) ; 23(1)2022 Dec 30.

Article em En | MEDLINE | ID: mdl-36617019

Assuntos

Epilepsia; Convulsões; Humanos; Convulsões/diagnóstico; Epilepsia/diagnóstico; Eletroencefalografia/métodos; Processamento de Sinais Assistido por Computador; Algoritmos; Máquina de Vetores de Suporte

Palavras-chave

corvid and gregarious search agents; electroencephalograph (EEG); ensemble classifier; epileptic seizure prediction; hybrid seek optimization

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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