Simultaneous Clustering and Model Selection : Algorithm, Theory and Applications

While clustering has been well studied in the past decade, model selection has drawn much less attention due to the difficulty of the problem. In this paper, we address both problems in a joint manner by recovering an ideal affinity tensor from an imperfect input. By taking into account the relation...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 8 vom: 28. Aug., Seite 1964-1978
1. Verfasser:	Li, Zhuwen (VerfasserIn)
Weitere Verfasser:	Cheong, Loong-Fah, Yang, Shuoguang, Toh, Kim-Chuan
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2018
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't