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Rapid identification model of mine water inrush source using random forest optimized by multi-strategy improved sparrow search algorithm

Mine water inrush accident is one of the most threatening disasters in coal mine production process. In order to improve the identification accuracy of mine water inrush source, a fast identification method of mine water inrush source based on improved sparrow search (SSA) algorithm coupled with Ran...

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Principais autores: Jierui Ling, Zhibo Fu, Kailong Xue
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-08-01
Serier:Heliyon
Fag:
Mine water inrush
Water source identification
Improved SSA
RF
Kernel principal component analysis
Discriminant model
Online adgang:http://www.sciencedirect.com/science/article/pii/S2405844024117392
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