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

Author

Tingting Xu

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Open access Aug 2026

Risk-Aware Density–Boundary Graph Reweighting for Rare Event Detection in Intelligent Risk Monitoring Systems

DBGR is positioned as a complementary, classifier-compatible strategy rather than a universally superior imbalance-handling method, and its methodological contribution lies in this joint pre-training formulation and in producing classifier-compatible weights, rather than in claiming novelty for density estimation, grap...

Ruihan Geng, Tingting Xu, Xingqi Zhou et al. · 0 citations

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