Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study

The whale optimization algorithm (WOA) is a prominent problem solver which is broadly applied to solve NP-hard problems such as feature selection. However, it and most of its variants suffer from low population diversity and poor search strategy. Introducing efficient strategies is highly demanded t...

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Vydáno v:	Computers in biology and medicine Ročník 148; s. 105858
Hlavní autoři:	Nadimi-Shahraki, Mohammad H., Zamani, Hoda, Mirjalili, Seyedali
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Oxford Elsevier Ltd 01.09.2022 Elsevier Limited
Témata:	Algorithms Binary whale optimization algorithm Classification Coronaviruses COVID-19 Datasets Experiments Feature selection Global optimization Internal Medicine Medical data mining Medical research Optimization algorithms Other Performance evaluation Prey Search methods Transfer functions Viral diseases COVID-19 Feature selection Medical data mining Binary whale optimization algorithm Transfer functions Classification
ISSN:	0010-4825, 1879-0534, 1879-0534
On-line přístup:	Získat plný text
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