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
Review of robust multivariate statistical methods in high dimension	Filzmoser and Todorov	2011	R review robust
Robust methods for partial least squares regression	Hubert and Vanden Branden	2003	robust SIMPLS
Tutorial to robust statistics	Rousseeuw	1991	robust tutorial
Robust control charts	Rocke	1989	control charts monitoring robust
A systematic approach for soft sensor development	Lin, Recke, Knudsen and Jørgensen	2007	robust soft sensors
The remedian: a robust averaging method for large data sets	Rousseeuw and Bassett, Jr.	1990	preprocessing robust
Robust inferential control for a packed-bed reactor	Budman, Webb, Holcomb and Morari	1992	application robust soft sensors
Learning from data using latent variable methods	Yacoub	2006	acoustic classification feature extraction robust
Process systems approaches to diagnostic imaging and property prediction	Bruwer	2006	acoustic image MRI
Development of vision-based inferential sensors for process monitoring and control	Yu	2003	application food image petrochemical
Review of adaptation mechanisms for data-driven soft sensors	Kadlec, Grbić and Gabrys	2011	adaptive review soft sensors
The treatment of missing measurements in PCA and PLS models	Nelson	2002	missing data
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
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
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
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Multivariate image analysis: A review with applications	Prats-Montalbán, De Juan and Ferrer	2011	hyperspectral image review texture
Principles of proper validation: use and abuse of re-sampling for validation	Esbensen and Geladi	2010	cross validation resampling
Data-driven soft sensors in the process industry	Kadlec, Gabrys and Strandt	2009	review soft sensors
The utility of multivariate design in PLS modeling	Wold, Josefson, Gottfries and Linusson	2004	experiments QSAR
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Industrial batch data analysis using latent variable methods	Rodrigues	2006	alignment batch end point
Experimental design and optimization	Lundstedt, Seifert, Abramo, Thelin, Nyström, Pettersen and Bergman	1998	experiments factorial mixture property response surfaces
A combined theory for PCA and PLS	Höskuldsson	1995	H-principle model size theory

Page 1 of 2 Next »