Contrastive Representation-Guided Genetic Minority Oversampling for Imbalanced Time-Series Classification

Wenbin Pei, Yunrong Hao, Zhen Liu +4

Real-world time-series classification tasks often exhibit class imbalance, which can be extremely severe in some applications. To avoid training biased classifiers on imbalanced da…