Co-Labeling for Multi-View Weakly Labeled Learning

It is often expensive and time consuming to collect labeled training samples in many real-world applications. To reduce human effort on annotating training samples, many machine learning techniques (e.g., semi-supervised learning (SSL), multi-instance learning (MIL), etc.) have been studied to explo...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 6 vom: 01. Juni, Seite 1113-25
1. Verfasser: Xu, Xinxing (VerfasserIn)
Weitere Verfasser: Li, Wen, Xu, Dong, Tsang, Ivor W
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article