Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS

Since extreme learning machine is a non-iterative estimation procedure, it is faster than gradient-based algorithms which are iterative. Moreover, the extreme learning machine does not have any design parameters such as learning rate, covariance matrix, etc

Main Author: Jaafar, Jafreezal
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.12380 /
Published: 2017
Subjects:
T Technology (General)
Online Access: https://www.sciencedirect.com/science/article/pii/S1568494616305841
http://eprints.utp.edu.my/12380/
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spelling utp-eprints.123802018-01-24T00:29:33Z Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS Jaafar, Jafreezal T Technology (General) Since extreme learning machine is a non-iterative estimation procedure, it is faster than gradient-based algorithms which are iterative. Moreover, the extreme learning machine does not have any design parameters such as learning rate, covariance matrix, etc 2017 Article PeerReviewed https://www.sciencedirect.com/science/article/pii/S1568494616305841 Jaafar, Jafreezal (2017) Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS. . . http://eprints.utp.edu.my/12380/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
topic T Technology (General)
spellingShingle T Technology (General)
Jaafar, Jafreezal
Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
description Since extreme learning machine is a non-iterative estimation procedure, it is faster than gradient-based algorithms which are iterative. Moreover, the extreme learning machine does not have any design parameters such as learning rate, covariance matrix, etc
format Article
author Jaafar, Jafreezal
author_sort Jaafar, Jafreezal
title Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
title_short Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
title_full Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
title_fullStr Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
title_full_unstemmed Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
title_sort comparative analysis of three approaches of antecedent part generation for an it2 tsk fls
publishDate 2017
url https://www.sciencedirect.com/science/article/pii/S1568494616305841
http://eprints.utp.edu.my/12380/
_version_ 1741196174913699840
score 11.62408

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