Search results

Search across titles, abstracts, and (where available) the full article text. Author last-name typos are matched fuzzily.

Title	Author(s)	Year	Tags
A tutorial on support vector machines for pattern recognition	Burges	1998	classification SVM tutorial
The kernel algorithm for PLS	Lindgren, Geladi and Wold	1993	image kernel method large data
Review of robust multivariate statistical methods in high dimension	Filzmoser and Todorov	2011	R review robust
Acoustic chemometrics - from noise to information	Esbensen, Halstensen, Lied, Saudland, Svalestuen, de Silva and Hope	1998	acoustic noise
Tutorial to robust statistics	Rousseeuw	1991	robust tutorial
Multivariate image analysis of flames for product quality and combustion control in rotary kilns	Szatvanyi, Duchesne and Bartolacci	2005	application image
Monitoring flames in an industrial boiler using multivariate image analysis	Yu and MacGregor	2004	application image monitoring
Multi-way principal components- and PLS-analysis	Wold, Geladi, Esbensen and Öhman	1987	calibration HPLC multiway PCA PLS tutorial
Fault diagnosis with multivariate statistical models part I: using steady state fault signatures	Yoon and MacGregor	2001	fault diagnosis monitoring
Multivariate analysis and optimization of process variable trajectories for batch processes	Duchesne and MacGregor	2000	batch feature extraction optimization
Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping	González-Martínez, Ferrer and Westerhuis	2011	batch missing data monitoring
Latent variable methods: Case studies in the food industry	Nichols	2011	application classification experiments image NIR product development
Receiver operating characteristics curves and related decision measures: A tutorial	Brown and Davis	2006	classification tutorial
PCA and PLS with very large data sets	Kettaneh-Wold, Berglund and Wold	2005	adaptive alignment application
Missing values in principal component analysis	Grung and Manne	1998	missing data multiple imputation PCA
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
Dealing with missing data: Part II	Walczak and Massart	2001	maximum liklihood missing data multiple imputation tutorial
Techniques and Applications of Hyperspectral Image Analysis	Grahn and Geladi	2007	hyperspectral image
Multi-block PLS modeling for L-shape data structures with applications to mixture modeling	Muteki and MacGregor	2007	blend ratios experiments
Mixture designs and models for the simultaneous selection of ingredients and their ratios	Muteki, MacGregor and Ueda	2007	product development
NIR imaging and its application to wheat grading	Liu	2006	application image NIR
Scatter plotting in multivariate data analysis	Geladi, Manley and Lestander	2003	biplot plots visualization
Latent variable multivariate regression modeling	Burnham, MacGregor and Viveros-Aguilera	1999	error in variables PCR reduced rank regression
Multivariate Image Analysis	Geladi and Grahn	1997	hyperspectral image

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