Dynamic Programming for Instance Annotation in Multi-Instance Multi-Label Learning

Labeling data for classification requires significant human effort. To reduce labeling cost, instead of labeling every instance, a group of instances (bag) is labeled by a single bag label. Computer algorithms are then used to infer the label for each instance in a bag, a process referred to as inst...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 12 vom: 19. Dez., Seite 2381-2394
1. Verfasser:	Pham, Anh T (VerfasserIn)
Weitere Verfasser:	Raich, Raviv, Fern, Xiaoli Z
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2017
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, U.S. Gov't, Non-P.H.S.