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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
PLS regression methods	Höskuldsson	1988	PLS theory
Product optimization and control in the latent variable space of nonlinear PLS models	Yacoub and MacGregor	2004	nonlinear optimization process control process development
PCA and PLS with very large data sets	Kettaneh-Wold, Berglund and Wold	2005	adaptive alignment application
Multi-way principal components- and PLS-analysis	Wold, Geladi, Esbensen and Öhman	1987	calibration HPLC multiway PCA PLS tutorial
Exponentially weighted moving principal components analysis and projections to latent structures	Wold	1994	adaptive drift EWMA kernel method
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
Acoustic chemometrics - from noise to information	Esbensen, Halstensen, Lied, Saudland, Svalestuen, de Silva and Hope	1998	acoustic noise
Mixture product design using latent variable methods	Muteki	2006	experiments missing data mixture property multiblock process development
Mixture designs and models for the simultaneous selection of ingredients and their ratios	Muteki, MacGregor and Ueda	2007	product development
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
A unified description of classical classification methods for multicollinear data	Næs and Indahl	1998	classification
Multivariate SPC charts for monitoring batch processes	Nomikos and MacGregor	1995	adaptive alignment application batch biplot
The kernel algorithm for PLS	Lindgren, Geladi and Wold	1993	image kernel method large data
One-class classifiers	Brereton	2011	classification
Dealing with missing data: Part I	Walczak and Massart	2001	missing data tutorial
Multivariate design	Wold, Sjöström, Carlson, Lundstedt, Hellberg, Skagerberg, Wikström and Öhman	1986	experiments QSAR
Review of robust multivariate statistical methods in high dimension	Filzmoser and Todorov	2011	R review robust
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
Process analysis, monitoring and diagnosis, using multivariate projection methods	Kourti and MacGregor	1995	application monitoring tutorial
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm	Rännar, Lindgren, Geladi and Wold	1994	kernel method large data
Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis	Nomikos	1996	batch contribution plots control charts SPC
Multi-way partial least squares in monitoring batch processes	Nomikos and MacGregor	1995	batch monitoring PLS simulation SPC
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Multivariate monitoring of batch processes using batch-to-batch information	Flores-Cerrillo and MacGregor	2004	batch monitoring SPC

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