All items in our database (reverse publication date order)

Title	Author(s)	Year	Tags
Establishing multivariate specification regions for incoming materials	Duchesne and MacGregor	2004	application PLS specifications
Monitoring flames in an industrial boiler using multivariate image analysis	Yu and MacGregor	2004	application image monitoring
Abnormal situation detection, three-way data and projection methods; robust data archiving and modeling for industrial applications	Kourti	2003	batch compression fault detection fault diagnosis
Scatter plotting in multivariate data analysis	Geladi, Manley and Lestander	2003	biplot plots visualization
Softwood lumber grading through on-line multivariate image analysis techniques	Bharati, MacGregor and Tropper	2003	control charts image monitoring
Robust methods for partial least squares regression	Hubert and Vanden Branden	2003	robust SIMPLS
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
Centering and scaling in component analysis	Bro and Smilde	2003	missing data multiway PARAFAC preprocessing theory
Chemometrics - data analysis for the laboratory and chemical plant	Brereton	2003	chemometrics
A framework for sequential multiblock component methods	Smilde, Westerhuis and de Jong	2003	hierarchical multiblock
Troubleshooting of an industrial batch process using multivariate methods	García-Muñoz, Kourti, MacGregor, Mateos and Murphy	2003	alignment application batch troubleshooting
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
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
Creating intelligence - Automating the approach to development and online operation of soft sensors	Tzovla and Mehta	2002	soft sensors
Dealing with missing data in MSPC: several methods, different interpretations, some examples	Arteaga and Ferrer	2002	missing data monitoring
Cross-validation methods in principal component analysis: A comparison	Diana and Tommasi	2002	cross validation
Process analysis and abnormal situation detection: from theory to practice	Kourti	2002	application monitoring
Multivariate SPC for startups and grade transitions	Duchesne, Kourti and MacGregor	2002	monitoring startup transitions
An investigation of orthogonal signal correction algorithms and their characteristics	Svensson, Kourti and MacGregor	2002	OSC preprocessing
Monitoring of batch processes using spectroscopy	Gurden, Westerhuis and Smilde	2002	batch fault detection monitoring
Principal component analysis of spectra, with application to acoustic emissions from mechanical equipment	Tan, Thornhill and Belchamber	2002	acoustic fault diagnosis
Multivariate image analysis and regression for industrial process monitoring and product quality control	Bharati	2002	image monitoring pulp and paper texture
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
Multivariate Analysis of Quality: An Introduction	Martens and Martens	2001	calibration classification experiments model validation

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