118 citations · 118 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Causality-driven Sequence Segmentation for Enhancing Multiphase Industrial Process Data Analysis and Soft Sensing
Yimeng He, Le Yao, Xinmin Zhang +2
The dynamic characteristics of multiphase industrial processes present significant challenges in the field of industrial big data modeling. Traditional soft sensing models frequent…
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…