Intelligent Early Kick Detection Method Based on Cost-Sensitive Learning

Traditional machine learning algorithms exhibit low classification accuracy and poor generalization performance in early kick detection， particularly due to data scarcity and class imbalance. This study proposes a novel intelligent monitoring model FCE by integrating cost-sensitive learning. The mod...

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Principais autores:	Li Qingfeng, Zou Guanggui, Qin Hao, Lu Jun'an, Liu Xiaoyu, Zhang Yaoming, Wang Pengcheng
Format:	Artigo
Jezik:	Chinês
Izdano:	Editorial Office of China Petroleum Machinery 2026-03-01
Serija:	Shiyou jixie
Teme:	early kick detection machine learning cost-sensitive learning GAN misclassification feature dimension
Online dostop:	http://www.syjxzz.com.cn/thesisDetails#10.12473/CPM.202503077
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