Näytä suppeat kuvailutiedot

dc.contributor.authorWolf, Guy
dc.date.accessioned2013-12-09T11:01:48Z
dc.date.available2013-12-09T11:01:48Z
dc.date.issued2013
dc.identifier.isbn978-951-39-5534-2
dc.identifier.otheroai:jykdok.linneanet.fi:1288688
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/42611
dc.format.extent1 verkkoaineisto (29 sivua)
dc.language.isoeng
dc.publisherUniversity of Jyväskylä
dc.relation.ispartofseriesJyväskylä studies in computing
dc.relation.haspart<b>Article I:</b> Guy Wolf, Aviv Rotbart, Gil David, and Amir Averbuch. Coarse-grained localized diffusion.<i> Applied and Computational Harmonic Analysis, 33(3):388– 400, 2012.</i><a href="http://dx.doi.org/10.1016/j.acha.2012.02.004"> DOI: 10.1016/j.acha.2012.02.004</a>
dc.relation.haspart<b>Article II:</b> Moshe Salhov, Guy Wolf, Amir Averbuch. Patch-to-Tensor Embedding. <i>Applied and Computational Harmonic Analysis, 33(2):182–203, 2012.</i> <a href="http://dx.doi.org/10.1016/j.acha.2011.11.003"> DOI: 10.1016/j.acha.2011.11.003</a>
dc.relation.haspart<b>Article III:</b> Guy Wolf and Amir Averbuch. Linear-Projection Diffusion on Smooth Euclidean Submanifolds. <i>Applied and Computational Harmonic Analysis, 34(1):1–14, 2013. </i> <a href="http://dx.doi.org/10.1016/j.acha.2012.03.003"> DOI: 10.1016/j.acha.2012.03.003</a>
dc.relation.haspart<b>Article IV:</b> Moshe Salhov, Amit Bermanis, Guy Wolf, Amir Averbuch. Approximate Patch-to-Tensor Embedding via Dictionary Construction. <i>Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013. </i>
dc.relation.haspart<b>Article V:</b> Yaniv Shmuelli, Guy Wolf, Amir Averbuch. Updating kernel methods in spectral decomposition by affinityperturbations. <i>Linear Algebra and its Applications, 437(6):1356–1365, 2012. </i><a href="http://dx.doi.org/10.1016/j.laa.2012.04.035"> DOI: 10.1016/j.laa.2012.04.035</a>
dc.subject.otherbig data
dc.subject.otherdata analysis
dc.subject.othermanifold learning
dc.subject.otherdiffusion maps
dc.titleBig high-dimensional data analysis with diffusion maps
dc.typeDiss.
dc.identifier.urnURN:ISBN:978-951-39-5534-2
dc.type.dcmitypeTexten
dc.type.ontasotVäitöskirjafi
dc.type.ontasotDoctoral dissertationen
dc.contributor.tiedekuntaInformaatioteknologian tiedekuntafi
dc.contributor.tiedekuntaFaculty of Information Technologyen
dc.contributor.yliopistoUniversity of Jyväskyläen
dc.contributor.yliopistoJyväskylän yliopistofi
dc.contributor.oppiaineTietotekniikkafi
dc.relation.issn1456-5390
dc.relation.numberinseries183
dc.rights.accesslevelopenAccessfi
dc.subject.ysodata
dc.subject.ysobig data
dc.subject.ysoanalyysimenetelmät
dc.subject.ysoalgoritmit
dc.subject.ysokoneoppiminen


Aineistoon kuuluvat tiedostot

Thumbnail

Aineisto kuuluu seuraaviin kokoelmiin

Näytä suppeat kuvailutiedot