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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
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Multi-block PLS modeling for L-shape data structures with applications to mixture modeling	Muteki and MacGregor	2007	blend ratios experiments
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Mixture designs and models for the simultaneous selection of ingredients and their ratios	Muteki, MacGregor and Ueda	2007	product development
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
On the extraction of spectral and spatial information from images	Liu and MacGregor	2007	hyperspectral image multiresolution spatial wavelet
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
Analysis of multiblock and hierarchical PCA and PLS models	Westerhuis, Kourti and MacGregor	1998	deflation hierarchical multiblock
Missing data methods in PCA and PLS: score calculations with incomplete observations	Nelson, Taylor and MacGregor	1996	missing data
Mixture product design using latent variable methods	Muteki	2006	experiments missing data mixture property multiblock process development
Multivariate image analysis: A review with applications	Prats-Montalbán, De Juan and Ferrer	2011	hyperspectral image review texture
Exponentially weighted moving principal components analysis and projections to latent structures	Wold	1994	adaptive drift EWMA kernel method
Softwood lumber grading through on-line multivariate image analysis techniques	Bharati, MacGregor and Tropper	2003	control charts image monitoring
PCA and PLS with very large data sets	Kettaneh-Wold, Berglund and Wold	2005	adaptive alignment application
Multivariate image analysis for real time process monitoring and control	Bharati and MacGregor	1998	image monitoring multiway PCA
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
On unifying multiblock analysis with application to decentralized process monitoring	Qin, Valle and Piovoso	2001	contribution plots monitoring multiblock
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
Product optimization and control in the latent variable space of nonlinear PLS models	Yacoub and MacGregor	2004	nonlinear optimization process control process development
Industrial Applications of Product Design through the Inversion of Latent Variable Models	Jaeckle and MacGregor	2000	model inversion product development specifications
A systematic approach for soft sensor development	Lin, Recke, Knudsen and Jørgensen	2007	robust soft sensors
Control of batch product quality by trajectory manipulation using latent variable models	Flores-Cerrillo and MacGregor	2004	application model inversion PLS process control
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis	Nomikos	1996	batch contribution plots control charts SPC

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