<efrbr:recordSet xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:efrbr="http://vfrbr.info/efrbr/1.1" xmlns:efrbr-work="http://vfrbr.info/efrbr/1.1/work" xmlns:efrbr-expression="http://vfrbr.info/efrbr/1.1/expression" xmlns:efrbr-manifestation="http://vfrbr.info/efrbr/1.1/manifestation" xmlns:efrbr-person="http://vfrbr.info/efrbr/1.1/person" xmlns:efrbr-corporateBody="http://vfrbr.info/efrbr/1.1/corporateBody" xmlns:efrbr-concept="http://vfrbr.info/efrbr/1.1/concept" xmlns:efrbr-structure="http://vfrbr.info/efrbr/1.1/structure" xmlns:efrbr-responsible="http://vfrbr.info/efrbr/1.1/responsible" xmlns:efrbr-subject="http://vfrbr.info/efrbr/1.1/subject" xmlns:efrbr-other="http://vfrbr.info/efrbr/1.1/other" xsi:schemaLocation="http://vfrbr.info/efrbr/1.1 http://vfrbr.info/schemas/1.1/efrbr.xsd"><efrbr:entities><efrbr-work:work identifier="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101"><efrbr-work:titleOfTheWork>Text categorization using informative vector machines</efrbr-work:titleOfTheWork></efrbr-work:work><efrbr-expression:expression identifier="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101"><efrbr-expression:titleOfTheExpression>Text categorization using informative vector machines</efrbr-expression:titleOfTheExpression><efrbr-expression:formOfExpression vocabulary="DIAS:TYPES">
            Πλήρης Δημοσίευση σε Συνέδριο
            Conference Full Paper
         </efrbr-expression:formOfExpression><efrbr-expression:dateOfExpression type="issued">2015-11-04</efrbr-expression:dateOfExpression><efrbr-expression:dateOfExpression type="published">2005</efrbr-expression:dateOfExpression><efrbr-expression:languageOfExpression vocabulary="iso639-1">en</efrbr-expression:languageOfExpression><efrbr-expression:summarizationOfContent>In this paper an analysis is given of the application of Bayesian Gaussian process statistical learning algorithms to the problem of text categorization. It is demonstrated that the informative vector machine method, as a sparse Bayesian compression scheme, provides results better than those obtained so far with the support vector machine method, with much less computational cost 
</efrbr-expression:summarizationOfContent><efrbr-expression:useRestrictionsOnTheExpression type="creative-commons">http://creativecommons.org/licenses/by/4.0/</efrbr-expression:useRestrictionsOnTheExpression><efrbr-expression:note type="page range">209 – 212</efrbr-expression:note><efrbr-expression:note type="conference name">IEEE International Conference EUROCON 2005: Computer as a Tool</efrbr-expression:note></efrbr-expression:expression><efrbr-person:person identifier="http://users.isc.tuc.gr/~vmoustakis"><efrbr-person:nameOfPerson vocabulary="TUC:LDAP">
            Moustakis Vasilis
            Μουστακης Βασιλης
         </efrbr-person:nameOfPerson></efrbr-person:person><efrbr-person:person identifier="A163058E-6637-4EDD-B501-809E50F3ABC4"><efrbr-person:nameOfPerson vocabulary="">
            M. Stankovic
         </efrbr-person:nameOfPerson></efrbr-person:person><efrbr-person:person identifier="C1B56159-7D97-4F92-9541-127D2D693ABA"><efrbr-person:nameOfPerson vocabulary="">
            Milos S. Stankovic
         </efrbr-person:nameOfPerson></efrbr-person:person><efrbr-corporateBody:corporateBody identifier="73725230-CABA-40CA-8363-2C8B3FAF4740"><efrbr-corporateBody:nameOfTheCorporateBody vocabulary="">
            IEEE Xplore
         </efrbr-corporateBody:nameOfTheCorporateBody></efrbr-corporateBody:corporateBody></efrbr:entities><efrbr:relationships><efrbr-structure:structureRelations><efrbr-structure:realizedThrough sourceEntity="work" targetEntity="expression" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101"/></efrbr-structure:structureRelations><efrbr-responsible:responsibleRelations><efrbr-responsible:createdBy sourceEntity="work" targetEntity="person" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="http://users.isc.tuc.gr/~vmoustakis"/><efrbr-responsible:realizedBy sourceEntity="expression" role="author" targetEntity="person" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="http://users.isc.tuc.gr/~vmoustakis"/><efrbr-responsible:realizedBy sourceEntity="expression" role="author" targetEntity="person" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="A163058E-6637-4EDD-B501-809E50F3ABC4"/><efrbr-responsible:realizedBy sourceEntity="expression" role="author" targetEntity="person" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="C1B56159-7D97-4F92-9541-127D2D693ABA"/><efrbr-responsible:realizedBy sourceEntity="expression" role="publisher" targetEntity="person" sourceURI="http://purl.tuc.gr/dl/dias/EE620994-FE56-438C-AC6A-21D93FC02101" targetURI="73725230-CABA-40CA-8363-2C8B3FAF4740"/></efrbr-responsible:responsibleRelations><efrbr-subject:subjectRelations/><efrbr-other:otherRelations/></efrbr:relationships></efrbr:recordSet>