Lei Xie

Moving window kernel PCA for adaptive monitoring of nonlinear processes

Xueqin Liu, Uwe Krüger, Tim Littler et al. · Chemometrics and Intelligent Laboratory Systems · 2009 · 207 citations

Nonlinear System Identification, Engineering, Machine Learning +9

The current state of control loop performance monitoring – A survey of application in industry

Margret Bauer, Alexander Horch, Lei Xie et al. · Journal of Process Control · 2015 · 140 citations

Engineering, Performance Monitoring, Industrial Engineering +11

A Diffusion-Based Framework for Multi-Class Anomaly Detection

Haoyang He, Jiangning Zhang, Hongxu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 120 citations · Full text

Difusion-based Anomaly Detection, Anomaly Detection, Machine Learning +14

Detecting abnormal situations using the Kullback–Leibler divergence

Jiusun Zeng, Uwe Krüger, Jaap Geluk et al. · Automatica · 2014 · 118 citations

Anomaly Detection, Engineering, Pattern Recognition +3

Statistical‐based monitoring of multivariate non‐Gaussian systems

Xueqin Liu, Lei Xie, Uwe Krüger et al. · AIChE Journal · 2008 · 106 citations

Input Analysis, Engineering, Process Monitoring +14