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cs.LG2025★ 9 cited
Outlier detection in mixed-attribute data: a semi-supervised approach with fuzzy approximations and relative entropy
Baiyang Chen, Zhong Yuan, Zheng Liu +4
Outlier detection is a critical task in data mining, aimed at identifying objects that significantly deviate from the norm. Semi-supervised methods improve detection performance by…
cs.LG2025
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks
Xuyang Wang, Siyuan Duan, Qizhi Li +3
Trustworthy multi-view learning has attracted extensive attention because evidence learning can provide reliable uncertainty estimation to enhance the credibility of multi-view pre…