Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods

Ying Wang, Jinchu Dong, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J. G. M. Peijnenburg, Martina G. Vijver, Kenneth M. Y. Leung, Wenhong Fan*, Fengchang Wu*

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Original languageEnglish
Pages (from-to)5867–5871
JournalEnvironmental Science and Technology
Volume59
Issue number12
Online published20 Mar 2025
DOIs
Publication statusPublished - 1 Apr 2025

Research Keywords

  • artificial intelligence
  • data augmentation
  • ecotoxicity
  • modeling workflow
  • prediction
  • small data machine learning (SDML)

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