A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs

Beheshti Roui, M; Zomorodi, M; Sarvelayati, M; Abdar, Moloud; Noori, H; Pławiak, P; Tadeusiewicz, R; Zhou, X; Khosravi, Abbas; Nahavandi, Saeid; Acharya, U R

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A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs

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posted on 2021-01-01, 00:00 authored by M Beheshti Roui, M Zomorodi, M Sarvelayati, Moloud Abdar, H Noori, P Pławiak, R Tadeusiewicz, X Zhou, Abbas KhosraviAbbas Khosravi, Saeid Nahavandi, U R Acharya

A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs

History

Journal

Knowledge-Based Systems

Volume

231

Article number

107419

Pagination

1 - 17

Publisher

Elsevier

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.knosys.2021.107419

ISSN

0950-7051

eISSN

1872-7409

Language

English

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000704358500015&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

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C1 Refereed article in a scholarly journal

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Keywords

Classification rules CLASSIFIERS Computer Science Computer Science, Artificial Intelligence Data mining Genetic algorithm GPU programming Machine learning Rule discovery Science & Technology Technology

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File(s) under permanent embargo

A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs

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