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Statements

Subject Item
n2:RIV%2F61989100%3A27240%2F13%3A86089188%21RIV14-MSM-27240___
rdf:type
n10:Vysledek skos:Concept
dcterms:description
Formal Concept Analysis is a well known method for the analysis of object-attribute data. However it is difficult to deploy when it comes to large datasets. Several complexity issues of this method can be addressed by reduction using matrix factorization methods. However their behavior within this environment is not easily explainable, but can be partly illustrated using several both general and Formal Concept Analysis-specific measures. We have also introduced a new notion of Primary Concepts which may help in understanding the reduction process Formal Concept Analysis is a well known method for the analysis of object-attribute data. However it is difficult to deploy when it comes to large datasets. Several complexity issues of this method can be addressed by reduction using matrix factorization methods. However their behavior within this environment is not easily explainable, but can be partly illustrated using several both general and Formal Concept Analysis-specific measures. We have also introduced a new notion of Primary Concepts which may help in understanding the reduction process
dcterms:title
Properties of concept lattice reduction based on matrix factorization Properties of concept lattice reduction based on matrix factorization
skos:prefLabel
Properties of concept lattice reduction based on matrix factorization Properties of concept lattice reduction based on matrix factorization
skos:notation
RIV/61989100:27240/13:86089188!RIV14-MSM-27240___
n10:predkladatel
n11:orjk%3A27240
n4:aktivita
n21:S
n4:aktivity
S
n4:dodaniDat
n13:2014
n4:domaciTvurceVysledku
n12:7845782 n12:4347269
n4:druhVysledku
n18:D
n4:duvernostUdaju
n7:S
n4:entitaPredkladatele
n5:predkladatel
n4:idSjednocenehoVysledku
100365
n4:idVysledku
RIV/61989100:27240/13:86089188
n4:jazykVysledku
n16:eng
n4:klicovaSlova
Reduction; Matrix factorization; Formal concept analysis
n4:klicoveSlovo
n6:Formal%20concept%20analysis n6:Matrix%20factorization n6:Reduction
n4:kontrolniKodProRIV
[A200D30CDAB9]
n4:mistoKonaniAkce
Manchester
n4:mistoVydani
New York
n4:nazevZdroje
Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
n4:obor
n20:IN
n4:pocetDomacichTvurcuVysledku
2
n4:pocetTvurcuVysledku
3
n4:rokUplatneniVysledku
n13:2013
n4:tvurceVysledku
Snášel, Václav Kudělka, Miloš Horák, Zdeněk
n4:typAkce
n14:WRD
n4:zahajeniAkce
2013-10-13+02:00
s:numberOfPages
6
n19:doi
10.1109/SMC.2013.63
n15:hasPublisher
IEEE
n8:isbn
978-0-7695-5154-8
n22:organizacniJednotka
27240