An ensemble machine learning model to uncover potential sites of hazardous waste illegal dumping based on limited supervision experience

With the soaring generation of hazardous waste (HW) during industrialization and urbanization, HW illegal dumping continues to be an intractable global issue. Particularly in developing regions with lax regulations, it has become a major source of soil and groundwater contamination. One dominant cha...

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Bibliographic Details

Published in:	Fundamental Research
Main Authors:	Jinghua Geng, Yimeng Ding, Wenjun Xie, Wen Fang, Miaomiao Liu, Zongwei Ma, Jianxun Yang, Jun Bi
Format:	Article
Language:	English
Published:	KeAi Communications Co. Ltd. 2024-07-01
Subjects:	Hazardous waste Illegal dumping site Positive-unlabeled machine learning Probability prediction Model interpretation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2667325823001954