An Integrated Methodology for Rule Extraction from ELM-Based Vacuum Tank Degasser Multiclassifier for Decision-Making

The present work proposes an integrated methodology for rule extraction in a vacuum tank degasser (VTD) for decision-making purposes. An extreme learning machine (ELM) algorithm is established for a three-class classification problem according to an end temperature of liquid steel that is higher tha...

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Main Authors: Senhui Wang, Haifeng Li, Yongjie Zhang, Zongshu Zou
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-09-01
Colecção:Energies
Assuntos:
vacuum tank degasser
rule extraction
extreme learning machine
classification and regression trees
Acesso em linha:https://www.mdpi.com/1996-1073/12/18/3535
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