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cs.AI2023
Multi-Label Takagi-Sugeno-Kang Fuzzy System
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao +2
Multi-label classification can effectively identify the relevant labels of an instance from a given set of labels. However,the modeling of the relationship between the features and…
cs.AI2023
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi +1
Model transparency, label correlation learning and the robust-ness to label noise are crucial for multilabel learning. However, few existing methods study these three characteristi…