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Search across titles, abstracts, and (where available) the full article text. Author last-name typos are matched fuzzily.

Title	Author(s)	Year	Tags
Batch process improvement using latent variable methods	García-Muñoz	2004	batch multiway thesis
Industrial batch data analysis using latent variable methods	Rodrigues	2006	alignment batch end point
Model predictive monitoring for batch processes	García-Muñoz, Kourti and MacGregor	2004	batch missing data
Performance assessment and improvement of control charts for statistical batch process monitoring	Ramaker, Van Sprang, Westerhuis, Gurden, Smilde and Van Der Meulen	2006	batch control charts monitoring
Improved process understanding using multiway principal component analysis	Kosanovich, Dahl and Piovoso	1996	batch multiway
Comparing alternative approaches for multivariate statistical analysis of batch process data	Westerhuis, Kourti and MacGregor	1999	alignment batch multiway
Multivariate monitoring of batch processes using batch-to-batch information	Flores-Cerrillo and MacGregor	2004	batch monitoring SPC
Process analysis, monitoring and diagnosis, using multivariate projection methods	Kourti and MacGregor	1995	application monitoring tutorial
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS	Kourti, Nomikos and MacGregor	1995	application batch fault diagnosis monitoring multiblock multiway
Troubleshooting of an industrial batch process using multivariate methods	García-Muñoz, Kourti, MacGregor, Mateos and Murphy	2003	alignment application batch troubleshooting
Multi-way partial least squares in monitoring batch processes	Nomikos and MacGregor	1995	batch monitoring PLS simulation SPC
Batch process modeling and MSPC	Wold, Kettaneh-Wold, MacGregor and Dunn	2009	batch feature extraction monitoring optimization unfolding
Multivariate SPC charts for monitoring batch processes	Nomikos and MacGregor	1995	adaptive alignment application batch biplot
Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping	González-Martínez, Ferrer and Westerhuis	2011	batch missing data monitoring
Using on-line process data to improve quality: challenges for statisticians	MacGregor	1997	monitoring review SPC
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis	Nomikos	1996	batch contribution plots control charts SPC
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Data-based latent variable methods for process analysis, monitoring and control	MacGregor, Yu, García-Muñoz and Flores-Cerrillo	2005	image machine vision monitoring PCA PLS
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
On unifying multiblock analysis with application to decentralized process monitoring	Qin, Valle and Piovoso	2001	contribution plots monitoring multiblock
Missing data methods in PCA and PLS: score calculations with incomplete observations	Nelson, Taylor and MacGregor	1996	missing data

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