Daugiamačiu Gauso skirstinių mišinio statistinė analizė, taikant duomenų projektavimą ; The Projection-based Statistical Analysis of the Multivariate Gaussian Distribution Mixture

Description

VILNIUS GEDIMINAS TECHNICAL UNIVERSITYINSTITUTE OF MATHEMATICS AND INFORMATICSMindaugas KavaliauskasThe Projection based Statistical Analysis of the MultivariateGaussian Distribution MixtureSummary of Doctoral DissertationPhysical Sciences, Mathematics (01 P)Vilnius, 2005?c Mindaugas Kavaliauskas, 2005VILNIUS GEDIMINAS TECHNICAL UNIVERSITYINSTITUTE OF MATHEMATICS AND INFORMATICSMindaugas KavaliauskasThe Projection based Statistical Analysis of the MultivariateGaussian Distribution MixtureSummary of Doctoral DissertationPhysical Sciences, Mathematics (01 P)Vilnius, 2005Doctoral dissertation was prepared at the Institute of Mathematics and Informat ics in 1999–2004.Scientific supervisorProf Dr Habil Rimantas RUDZKIS (Institute of Mathematics and Informatics, Phys ical Sciences, Mathematics, 01 P)The dissertation is defended at the Joint Council of the Mathematical Sciencesof Vilnius Gediminas Technical University and the Institute of Mathematics andInformatics.

Sujets

• Clustering
• Expectation-maximization algorithm
• Mathematics
• Projection pursuit

Informations

• Publié par: vilnius_gediminas_technical_university
• Publié le: 01 janvier 2005
• Nombre de lectures: 13
• Langue: English

Extrait

VILNIUS GEDIMINAS TECHNICAL UNIVERSITY INSTITUTE OF MATHEMATICS AND INFORMATICS

Mindaugas Kavaliauskas

The Projection-based Statistical Analysis of the Multivariate Gaussian Distribution Mixture

Summary of Doctoral Dissertation Physical Sciences, Mathematics (01 P)

Vilnius, 2005