118 citations · 153 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 29 cited
IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution
Yue Zhuo, Zhiqiang Ge
Feature attribution explains Artificial Intelligence (AI) at the instance level by providing importance scores of input features' contributions to model prediction. Integrated Grad…
cs.AI2023★ 6 cited
Directed Acyclic Graphs With Tears
Zhichao Chen, Zhiqiang Ge
Bayesian network is a frequently-used method for fault detection and diagnosis in industrial processes. The basis of Bayesian network is structure learning which learns a directed…
eess.SY2022★ 118 cited
Latent Variable Models in the Era of Industrial Big Data: Extension and Beyond
Xiangyin Kong, Xiaoyu Jiang, Bingxin Zhang +2
A rich supply of data and innovative algorithms have made data-driven modeling a popular technique in modern industry. Among various data-driven methods, latent variable models (LV…