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Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation

Bei Zhu Haoyang Yu Bingxue Du Hui Yu Jianyu Shi

大数据挖掘与分析（英文版）2025，Vol.8Issue(3)：678-693,16.

大数据挖掘与分析（英文版）2025，Vol.8Issue(3)：678-693,16.DOI:10.26599/BDMA.2024.9020094

Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation

Bei Zhu ¹Haoyang Yu ¹Bingxue Du ¹Hui Yu ²Jianyu Shi¹

作者信息

1. School of Life Sciences,Northwestern Polytechnical University,Xi'an 710072,China
2. School of Computer Science,Northwestern Polytechnical University,Xi'an 710129,China
折叠

摘要

关键词

drug-microbe association/imbalanced data/multi-view learning/hypergraph neural network/data augmentation

Key words

drug-microbe association/imbalanced data/multi-view learning/hypergraph neural network/data augmentation

引用本文复制引用

Bei Zhu,Haoyang Yu,Bingxue Du,Hui Yu,Jianyu Shi..Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation[J].大数据挖掘与分析（英文版）,2025,8(3):678-693,16.

基金项目

This work was supported by the National Natural Science Foundation of China(No.62372375),the Shaanxi Province Key R&D Program(No.2023-YBSF-114),and the CAAI-Huawei MindSpore Open Fund(No.CAAIXSJLJJ-2022-035A). （No.62372375）

大数据挖掘与分析（英文版）

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