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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Tingting Jiang

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Open access Jul 2026

Local Causal Structure Learning with Efficient Parents Discovery

Local causal structure learning aims to identify direct causes (parents) and effects (children) of a target variable. Recent advances in this field rely on learning the MB (Markov Blanket) of unidentified variables. However, most existing methods require extensive search to discover spouses during MB learning, and they...

Shuai Yang, Xin-Yu Miao, Xianjie Guo et al. · 0 citations
Aug 2026

DSMV-DDI: A dual-level pharmacological semantic and stereochemical visual representation learning framework for drug-drug interaction prediction.

DSMV-DDI is proposed, a multimodal representation learning framework for drug-drug interaction prediction that integrates biomedical knowledge graph topology, chemical substructure features, dual-level pharmacological semantic representations, and stereochemical molecular visual representations derived from three-dimen...

Fangni Chen, Tingting Jiang, Shuai Yang et al. · 0 citations

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