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Individual and ensemble functional link neural networks for data classification

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posted on 2018-04-16, 00:00 authored by T Babaei Jonid Abad
This study investigated the Functional Link Neural Network (FLNN) for solving data classification problems. FLNN based models were developed using evolutionary methods as well as ensemble methods. The outcomes of the experiments covering benchmark classification problems, positively demonstrated the efficacy of the proposed models for undertaking data classification problems.

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Pagination

115 p.

Open access

  • Yes

Material type

thesis

Resource type

thesis

Language

eng

Degree type

Research doctorate

Degree name

Ph.D

Copyright notice

The author

Editor/Contributor(s)

S Nahavandi Saeid

Faculty

GTP Research

School

Institute for Intelligent Systems Research and Innovation

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