All entries by author "John F. MacGregor"

Articles per year:

Title	Author(s)	Year	Tags
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
Multivariate SPC for startups and grade transitions	Duchesne, Kourti and MacGregor	2002	monitoring startup transitions
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Analysis of multiblock and hierarchical PCA and PLS models	Westerhuis, Kourti and MacGregor	1998	deflation hierarchical multiblock
Improved PLS algorithms	Dayal and MacGregor	1997	deflation EWMA kernel method PLS theory
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression
Interpretation of regression coefficients under a latent variable regression model	Burnham, MacGregor and Viveros-Aguilera	2001	error in variables regression
A statistical framework for multivariate latent variable regression methods based on maximum likelihood	Burnham, MacGregor and Viveros-Aguilera	1999	continuum regression error in variables theory
Frameworks for latent variable multivariate regression	Burnham, Viveros-Aguilera and MacGregor	1996	PCR reduced rank SIMPLS
An investigation of orthogonal signal correction algorithms and their characteristics	Svensson, Kourti and MacGregor	2002	OSC preprocessing
Recursive exponentially weighted PLS and its applications to adaptive control and prediction	Dayal and MacGregor	1997	adaptive kernel method recursive
Image texture analysis: methods and comparisons	Bharati, Liu and MacGregor	2004	appearance feature extraction image
Softwood lumber grading through on-line multivariate image analysis techniques	Bharati, MacGregor and Tropper	2003	control charts image monitoring
Monitoring flames in an industrial boiler using multivariate image analysis	Yu and MacGregor	2004	application image monitoring
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
Application of feedforward neural networks and partial least squares regression to modelling Kappa number in a continuous Kamyr digester	Dayal, MacGregor, Taylor, Kildaw and Marcikic	1994	application neural network pulp and paper
On the extraction of spectral and spatial information from images	Liu and MacGregor	2007	hyperspectral image multiresolution spatial wavelet
Mixture designs and models for the simultaneous selection of ingredients and their ratios	Muteki, MacGregor and Ueda	2007	product development
On the rapid development of new products through empirical modeling with diverse data-bases	Muteki, MacGregor and Ueda	2006	blend ratios optimization process development
Multi-block PLS modeling for L-shape data structures with applications to mixture modeling	Muteki and MacGregor	2007	blend ratios experiments
Batch process modeling and MSPC	Wold, Kettaneh-Wold, MacGregor and Dunn	2009	batch feature extraction monitoring optimization unfolding
Model predictive monitoring for batch processes	García-Muñoz, Kourti and MacGregor	2004	batch missing data
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
Sequential design of mixture experiments for the development of new products	Muteki and MacGregor	2007	blend ratios experiments mixture property product development

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