Deep Convolutional Neural Network with Symbiotic Organism Search-Based Human Activity Recognition for Cognitive Health Assessment.

Alonazi, Mohammed; Alshahrani, Haya Mesfer; Kouki, Fadoua; Almalki, Nabil Sharaf; Mahmud, Ahmed; Majdoubi, Jihen.

Afiliação

Alonazi M; Department of Information Systems, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia.
Alshahrani HM; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia.
Kouki F; Department of Financial and Banking Sciences, Applied College at Muhail Aseer, King Khalid University, Abha 62529, Saudi Arabia.
Almalki NS; Department of Special Education, College of Education, King Saud University, Riyadh 12372, Saudi Arabia.
Mahmud A; Research Center, Future University in Egypt, New Cairo 11835, Egypt.
Majdoubi J; Department of Computer Science, College of Science and Humanities at Alghat, Majmaah University, Al-Majmaah 11952, Saudi Arabia.

Biomimetics (Basel) ; 8(7)2023 Nov 19.

Article em En | MEDLINE | ID: mdl-37999195

Palavras-chave

cognitive health assessment; deep convolutional neural network; deep neural networks; human activity recognition; hyperparameter tuning; metaheuristics

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article