24 citations · 27 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 3 cited
Comprehensive Review and Empirical Evaluation of Causal Discovery Algorithms for Numerical Data
Wenjin Niu, Zijun Gao, Liyan Song +1
Causal analysis has become an essential component in understanding the underlying causes of phenomena across various fields. Despite its significance, existing literature on causal…
cs.LG2023★ 24 cited
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey
Zijun Gao, Haibao Liu, Lingbo Li
Data Augmentation (DA) has become a critical approach in Time Series Classification (TSC), primarily for its capacity to expand training datasets, enhance model robustness, introdu…