About: Sparse LDA (Matlab implementation)

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Jedná se o implementaci algoritmu pro klasifikaci pomocí metody FLDA v Matlabu. Metoda je koncipována pro situace, kde vzniká tzv. small sample size problem, algoritmus využívá mimo jiné řídkost matic. Více podrobností je v našem článku %22Improving Implementation of Linear Discriminant Analysis for the High Dimension/ Small Sample Size Problem%22, J. Duintjer Tebbens and P. Schlesinger, který bude publikován v časopise CSDA v roce 2007. (cs) This is the MATLAB implementation of an algorithm for classification with FLDA designed for the high-dimensional/small sample size setting, exploiting among others sparsity. It is described in detail in our paper %22Improving Implementation of Linear Discriminant Analysis for the High Dimension/ Small Sample Size Problem%22', by J. Duintjer Tebbens and P. Schlesinger, to appear in CSDA in 2007. This is the MATLAB implementation of an algorithm for classification with FLDA designed for the high-dimensional/small sample size setting, exploiting among others sparsity. It is described in detail in our paper %22Improving Implementation of Linear Discriminant Analysis for the High Dimension/ Small Sample Size Problem%22', by J. Duintjer Tebbens and P. Schlesinger, to appear in CSDA in 2007. (en)
Title	Sparse LDA (Matlab implementation) Sparse LDA (Matlab implementation) (en) Sparse LDA (implementace v Matlabu) (cs)
skos:prefLabel	Sparse LDA (Matlab implementation) Sparse LDA (Matlab implementation) (en) Sparse LDA (implementace v Matlabu) (cs)
skos:notation	RIV/67985807:_____/06:00078467!RIV07-AV0-67985807
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1ET400300415), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat	2007
http://linked.open...aciTvurceVysledku	Duintjer Tebbens, Jurjen
http://linked.open.../riv/druhVysledku	S - Prototyp, uplatněná metodika, funkční vzorek, autorizovaný software, výsledky aplikovaného výzkumu promítnuté do právních předpisů a norem, užitný vzor
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...onomickeParametry	zrychlený algoritmus pro klasifikaci pomocí metody FLDA, který umí využít řídkost matic
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	500626
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/06:00078467
http://linked.open...terniIdentifikace	SPARSE-LDA
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open...vai/riv/kategorie	A - Do 5 mil. Kč
http://linked.open.../riv/klicovaSlova	linear discriminant analysis; numerical aspects of FLDA; small simple size problem; dimension reduction; sparsity (en)
http://linked.open.../riv/klicoveSlovo	dimension reduction linear discriminant analysis numerical aspects of FLDA small simple size problem sparsity
http://linked.open...ontrolniKodProRIV	[9972D2DFB14B]
http://linked.open...okalizaceVysledku	biosig.cvs.sourceforge.net/biosig/biosig/t400/train_lda_sparse.m?view=markup
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Modelling and simulation of complex technical problems:effective numerical algorithms and parallel implementation using new information technologie
http://linked.open...UplatneniVysledku	2006
http://linked.open...echnickeParametry	program v Matlabu
http://linked.open...iv/tvurceVysledku	Duintjer Tebbens, Jurjen
http://linked.open...avai/riv/vlastnik	Ústav informatiky AV ČR, v.v
http://linked.open...itiJinymSubjektem	N - Nabytí licence není nutné (výsledek není licencován)
http://linked.open...n/vavai/riv/zamer	Informatika pro informační společnost: modely, algoritmy, aplikace
is http://linked.open...avai/riv/vysledek of	Sparse LDA (Matlab implementation) Sparse LDA (Matlab implementation)

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