Application of bioinspired global optimization algorithms to the improvement of the prediction accuracy of compact extreme learning machines

Objectives. Recent research in machine learning and artificial intelligence aimed at improving prediction accuracy and reducing computational complexity resulted in a novel neural network architecture referred to as an extreme learning machine (ELM). An ELM comprises a single-hidden-layer feedforwar...

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Auteurs principaux:	L. A. Demidova, A. V. Gorchakov
Format:	Artigo
Langue:	Russo
Publié:	MIREA - Russian Technological University 2022-04-01
Collection:	Российский технологический журнал
Sujets:	neural networks extreme learning machine bioinspired algorithms genetic algorithm particle swarm optimization algorithm fish school search algorithm machine learning regression analysis
Accès en ligne:	https://www.rtj-mirea.ru/jour/article/view/485
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