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cs.LG2026
Causal feature selection framework for stable soft sensor modeling based on time-delayed cross mapping
Shi-Shun Chen, Xiao-Yang Li, Enrico Zio
Soft sensor modeling plays a crucial role in process monitoring. Causal feature selection can enhance the performance of soft sensor models in industrial applications. However, exi…
cs.LG2024
Minimum Enclosing Ball Synthetic Minority Oversampling Technique from a Geometric Perspective
Yi-Yang Shangguan, Shi-Shun Chen, Xiao-Yang Li
Class imbalance refers to the significant difference in the number of samples from different classes within a dataset, making it challenging to identify minority class samples corr…