A Novel Feature Selection Method Based on Extreme Learning Machine and Fractional-Order Darwinian PSO

The paper presents a novel approach for feature selection based on extreme learning machine (ELM) and Fractional-order Darwinian particle swarm optimization (FODPSO) for regression problems. The proposed method constructs a fitness function by calculating mean square error (MSE) acquired from ELM. A...

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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Wang, Yuan-Yuan, Zhang, Huan, Qiu, Chen-Hui, Xia, Shun-Ren
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2018
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5960553/
https://ncbi.nlm.nih.gov/pubmed/29853832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/5078268
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