tutorial@sept2002

LS-SVMlab Toolbox User’s Guideversion 1.5K. Pelckmans, J.A.K. Suykens, T. Van Gestel, J. De Brabanter,L. Lukas, B. Hamers, B. De Moor, J. VandewalleKatholieke Universiteit LeuvenDepartment of Electrical Engineering, ESAT-SCD-SISTAKasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium{ kristiaan.pelckmans, johan.suykens }@esat.kuleuven.ac.behttp://www.esat.kuleuven.ac.be/sista/lssvmlab/ESAT-SCD-SISTA Technical Report 02-145February 2003AcknowledgementsResearch supported by Research Council K.U.Leuven: GOA-Mefisto 666, IDO (IOTAoncology, genetic networks), several PhD/postdoc & fellow grants; Flemish Govern-ment: FWO: PhD/postdoc grants, G.0407.02 (support vector machines), projectsG.0115.01 (microarrays/oncology), G.0240.99 (multilinear algebra), G.0080.01 (col-lective intelligence), G.0413.03 (inference in bioi), G.0388.03 (microarrays for clinicaluse), G.0229.03 (ontologies in bioi), G.0197.02 (power islands), G.0141.03 (identifi-cation and cryptography), G.0491.03 (control for intensive care glycemia), G.0120.03(QIT), research communities (ICCoS, ANMMM); AWI: Bil. Int. Collaboration Hun-gary, Poland, South Africa; IWT: PhD Grants, STWW-Genprom (gene promotorprediction), GBOU-McKnow (knowledge management algorithms), GBOU-SQUAD(quorumsensing), GBOU-ANA(biosensors); Soft4s(softsensors)BelgianFederalGov-ernment: DWTC (IUAP IV-02 (1996-2001) and IUAP V-22 (2002-2006)); PODO-II(CP/40: TMS and sustainibility); EU: CAGE; ERNSI; Eureka 2063-IMPACT; ...