Domain adaptation problems : a DASVM classification technique and a circular validation strategy

This paper addresses pattern classification in the framework of domain adaptation by considering methods that solve problems in which training data are assumed to be available only for a source domain different (even if related) from the target domain of (unlabeled) test data. Two main novel contrib...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 32(2010), 5 vom: 18. Mai, Seite 770-87
1. Verfasser: Bruzzone, Lorenzo (VerfasserIn)
Weitere Verfasser: Marconcini, Mattia
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2010
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Evaluation Study Journal Article Validation Study