Classifiers fusion in recognition of wheat varieties

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dc.contributor.authorRaudys, Sarunas
dc.contributor.authorBaykan, Omer Kaan
dc.contributor.authorBabalik, Ahmet
dc.contributor.authorDenisov, Vitalij
dc.contributor.authorBielskis, Antanas Andrius
dc.date.accessioned2020-03-26T17:17:07Z
dc.date.available2020-03-26T17:17:07Z
dc.date.issued2007
dc.departmentSelçuk Üniversitesien_US
dc.description7th International Workshop on Multiple Classifier Systems -- MAY 23-25, 2007 -- Prague, CZECH REPUBLICen_US
dc.description.abstractFive wheat varieties (Bezostaja Cesit1252, Dagdas, Gerek, Kiziltan traded in Konya Exchange of Commerce, Turkey), characterized by nine geometric and three colour descriptive features have been classified by multiple classier system where pair-wise SLP or SV classifiers served as base experts. In addition to standard voting and Hastie and Tibshirani fusion rules, two new ones were suggested that allowed reducing the generalization error up to 5%. In classifying of kernel lots, we may obtain faultless grain recognition.en_US
dc.description.sponsorshipInt Assoc Pattern Recognit, EU IST FP6 BioSecure Network Excellence, EU IST FP6 MUSCLE Network Excellence, Univ Surrey, Ctr Vis, Speech & Signal Proc, Univ Cagliari, Dept Elect & Elect Engn, Acad Sci Czech Republic, Inst Informat Theory & Automaten_US
dc.description.sponsorship(BAP) of Selcuk UniversitySelcuk Universityen_US
dc.description.sponsorshipThis study is supported by Scientific Research Projects Support Program (BAP) of Selcuk University.en_US
dc.identifier.endpage+en_US
dc.identifier.isbn978-3-540-72481-0
dc.identifier.issn0302-9743en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage62en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/21271
dc.identifier.volume4472en_US
dc.identifier.wosWOS:000246659200007en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSPRINGER-VERLAG BERLINen_US
dc.relation.ispartofMULTIPLE CLASSIFIER SYSTEMS, PROCEEDINGSen_US
dc.relation.ispartofseriesLecture Notes in Computer Science
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.titleClassifiers fusion in recognition of wheat varietiesen_US
dc.typeConference Objecten_US

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