A sparse PCA for nonlinear fault diagnosis and robust feature discovery of industrial processes

Modified Independent Component Analysis and Bayesian Network-Based Two-Stage Fault Diagnosis of Process Operations

(2015) Hongyang Yu et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

High Dimensional Semiparametric Scale-Invariant Principal Component Analysis

(2014) Fang Han et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Lower bounds on mutual information

(2011) David V. Foster et al.   PHYSICAL REVIEW E

The Gaussian rank correlation estimator: robustness properties

(2011) Kris Boudt et al.   STATISTICS AND COMPUTING

Kernel density estimation via diffusion

(2010) Z. I. Botev et al.   ANNALS OF STATISTICS

Fault Detection of Non-Linear Processes Using Kernel Independent Component Analysis

(2010) Jong-Min Lee et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

Influence functions of the Spearman and Kendall correlation measures

(2010) Christophe Croux et al.   Statistical Methods and Applications

Monitoring a complex refining process using multivariate statistics

(2007) Ashraf AlGhazzawi et al.   CONTROL ENGINEERING PRACTICE

A continuous stirred tank heater simulation model with applications

(2007) Nina F. Thornhill et al.   JOURNAL OF PROCESS CONTROL