Приказ основних података о дисертацији

dc.contributor.advisorTodorović, Branimir
dc.contributor.otherĆirić, Miroslav
dc.contributor.otherOgnjanović, Zoran
dc.contributor.otherJanković, Dragan
dc.contributor.otherPetković, Marko
dc.creatorTrokicić, Aleksandar B.
dc.date.accessioned2022-12-05T13:21:44Z
dc.date.available2022-12-05T13:21:44Z
dc.date.issued2021
dc.identifier.urihttp://eteze.ni.ac.rs/application/showtheses?thesesId=8522
dc.identifier.urihttps://fedorani.ni.ac.rs/fedora/get/o:1790/bdef:Content/download
dc.identifier.urihttps://plus.cobiss.net/cobiss/sr/sr/bib/56370441
dc.identifier.urihttps://nardus.mpn.gov.rs/handle/123456789/21017
dc.description.abstractThis thesis presents learning algorithms which use the information stored in the spectrum (eigenvalues and eigenvectors) of a matrix derived from the input set. Matrices in question are graph matrices or kernel matrices. However, the algorithms which use these matrices have either a quadratic or cubic time complexity and quadratic memory complexity. Therefore, in this thesis the algorithms will be presented that approximate those matrices and reduce the time and memory complexity to the linear one. Also, these algorithms will be compared with the other algorithms that solve this problem, and their empirical and theoretical analysis will be presented.en
dc.formatapplication/pdf
dc.languagesr
dc.publisherУниверзитет у Нишу, Природно-математички факултетsr
dc.rightsopenAccessen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.sourceУниверзитет у Нишуsr
dc.subjectklasterovanjesr
dc.subjectclusteringen
dc.subjectkernel regresijasr
dc.subjectspektralne metodesr
dc.subjectaproksimacijasr
dc.subjectNistromova metodasr
dc.subjectLaplasova matricasr
dc.subjectkernel regressionen
dc.subjectspectral methodsen
dc.subjectapproximationen
dc.subjectNystrom methoden
dc.subjectLaplacian matrixen
dc.titleAlgoritmi za brzo aproksimativno spektralno učenjesr
dc.typedoctoralThesis
dc.rights.licenseBY-NC-ND
dc.identifier.fulltexthttp://nardus.mpn.gov.rs/bitstream/id/148394/Doctoral_thesis_12919.pdf
dc.identifier.fulltexthttp://nardus.mpn.gov.rs/bitstream/id/148393/Trokicic_Aleksandar_B.pdf
dc.identifier.rcubhttps://hdl.handle.net/21.15107/rcub_nardus_21017


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Приказ основних података о дисертацији