Weighted tridiagonal matrix enhanced multivariance products representation (WTMEMPR) for decomposition of multiway arrays: applications on certain chemical system data sets

Basit Öğe Kaydı
dc.contributor.authorOzay, Evrim Korkmaz
dc.contributor.authorDemiralp, Metin
dc.date.accessioned2024-03-13T10:30:46Z
dc.date.available2024-03-13T10:30:46Z
dc.date.issued2017
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractThis work focuses on the utilization of a very recently developed decomposition method, weighted tridiagonal matrix enhanced multivariance products representation (WTMEMPR) which can be equivalently used on continuous functions, and, multiway arrays after appropriate unfoldings. This recursive method has been constructed on the Bivariate EMPR and the remainder term of each step therein has been expanded into EMPR from step to step until no remainder term appears in one of the consecutive steps. The resulting expansion can also be expressed in a three factor product representation whose core factor is a tridiagonal matrix. The basic difference and novelty here is the non-constant weight utilization and the applications on certain chemical system data sets to show the efficiency of the WTMEMPR truncation approximants.en_US
dc.identifier.doi10.1007/s10910-016-0687-7
dc.identifier.endpage476en_US
dc.identifier.issn0259-9791
dc.identifier.issn1572-8897
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-84991384211en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage455en_US
dc.identifier.urihttps://doi.org/10.1007/s10910-016-0687-7
dc.identifier.urihttps://hdl.handle.net/20.500.12662/3534
dc.identifier.volume55en_US
dc.identifier.wosWOS:000392514900005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofJournal Of Mathematical Chemistryen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMultiway arraysen_US
dc.subjectHigh dimensional model representationen_US
dc.subjectDecompositionen_US
dc.subjectEnhanced multivariance products representationen_US
dc.titleWeighted tridiagonal matrix enhanced multivariance products representation (WTMEMPR) for decomposition of multiway arrays: applications on certain chemical system data setsen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu