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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
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
Development of inferential sensors for chemical processes using partial least squares	Roney	1998	dynamics feedback control nonlinear soft sensors time series
A systematic approach for soft sensor development	Lin, Recke, Knudsen and Jørgensen	2007	robust soft sensors
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
Robust inferential control for a packed-bed reactor	Budman, Webb, Holcomb and Morari	1992	application robust soft sensors
Multivariate statistical monitoring of process operating performance	Kresta, MacGregor and Marlin	1991	fault detection monitoring PCA PLS SPC
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
Soft Sensors for Monitoring and Control of Industrial Processes	Fortuna, Graziani, Rizzo and Xibilia	2007	soft sensors
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Control of batch product quality by trajectory manipulation using latent variable models	Flores-Cerrillo and MacGregor	2004	application model inversion PLS process control
Industrial batch data analysis using latent variable methods	Rodrigues	2006	alignment batch end point
Process systems approaches to diagnostic imaging and property prediction	Bruwer	2006	acoustic image MRI
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
Multivariate data analysis applied to low-density polyethylene reactors	Skagerberg, MacGregor and Kiparissides	1992	application monitoring
A User's Guide to Principal Components	Jackson	1991	interpretation PCA theory tutorial
Batch process modeling and MSPC	Wold, Kettaneh-Wold, MacGregor and Dunn	2009	batch feature extraction monitoring optimization unfolding
Multivariate monitoring of batch processes using batch-to-batch information	Flores-Cerrillo and MacGregor	2004	batch monitoring SPC
Model predictive monitoring for batch processes	García-Muñoz, Kourti and MacGregor	2004	batch missing data
Batch process improvement using latent variable methods	García-Muñoz	2004	batch multiway thesis
Multivariate image analysis and regression for prediction of coating content and distribution in the production of snack foods	Yu and MacGregor	2003	application image monitoring
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression

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