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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F10%3APR25164%21RIV11-MSM-26230___
rdf:type
skos:Concept n13:Vysledek
dcterms:description
This software package contains the extendable framework for classifiers creation of various tasks. The only requirements for input object type is ability to be converted to set of feature vectors, the rest of computing is done by framework, finally the classifier is created. The framework can be used for clasifiers creation using training part of dataset and then do the testing on testing part and thus show the classifier accuracy. The framework consists of several basic parts which are replaceable such as feature extractor, codebook generator, codebook translator and classification technique. Sample applications of these are included. The whole process can be computed on local computer or in Sun Grid Engine schedulling system. The software package contains the framework files, sample feature extractor, sample classification technique and the particular documentation of system setup and the user guide. This software package contains the extendable framework for classifiers creation of various tasks. The only requirements for input object type is ability to be converted to set of feature vectors, the rest of computing is done by framework, finally the classifier is created. The framework can be used for clasifiers creation using training part of dataset and then do the testing on testing part and thus show the classifier accuracy. The framework consists of several basic parts which are replaceable such as feature extractor, codebook generator, codebook translator and classification technique. Sample applications of these are included. The whole process can be computed on local computer or in Sun Grid Engine schedulling system. The software package contains the framework files, sample feature extractor, sample classification technique and the particular documentation of system setup and the user guide.
dcterms:title
Classifier creation framework for diverse classification tasks Classifier creation framework for diverse classification tasks
skos:prefLabel
Classifier creation framework for diverse classification tasks Classifier creation framework for diverse classification tasks
skos:notation
RIV/00216305:26230/10:PR25164!RIV11-MSM-26230___
n3:aktivita
n7:S
n3:aktivity
S
n3:dodaniDat
n12:2011
n3:domaciTvurceVysledku
n8:4445686 n8:4439589 n8:2326159 n8:9340386
n3:druhVysledku
n6:R
n3:duvernostUdaju
n11:S
n3:entitaPredkladatele
n5:predkladatel
n3:idSjednocenehoVysledku
250918
n3:idVysledku
RIV/00216305:26230/10:PR25164
n3:interniIdentifikace
FrameworkFDivClassificationTasks
n3:jazykVysledku
n14:eng
n3:klicovaSlova
framework, feature extractors, linear SVM, SGE
n3:klicoveSlovo
n9:framework n9:linear%20SVM n9:SGE n9:feature%20extractors
n3:kontrolniKodProRIV
[42C2825A30BA]
n3:lokalizaceVysledku
http://www.fit.vutbr.cz/research/prod/index.php.cs?id=155
n3:obor
n15:JC
n3:pocetDomacichTvurcuVysledku
4
n3:pocetTvurcuVysledku
4
n3:rokUplatneniVysledku
n12:2010
n3:technickeParametry
Pro podrobnosti licenčních podmínek konzultujte: Ing. Vladimír Pavelka, Útvar transferu technologií VUT v Brně, Božetěchova 2, 612 66 Brno, 541 141 499
n3:tvurceVysledku
Zemčík, Pavel Bařina, David Hradiš, Michal Řezníček, Ivo
n3:vlastnik
n5:vlastnikVysledku
n3:vyuzitiJinymSubjektem
n16:N
n17:organizacniJednotka
26230