A framework for mining signatures from event sequences and its applications in healthcare data

A framework for mining signatures from event sequences and its applications in healthcare data

This paper proposes a novel temporal knowledge representation and learning framework to perform large-scale temporal signature mining of longitudinal heterogeneous event data. The framework enables the representation, extraction, and mining of high-order latent event structure and relationships with...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 35(2013), 2 vom: 15. Feb., Seite 272-85
1. Verfasser: Wang, Fei (VerfasserIn)
Weitere Verfasser: Lee, Noah, Hu, Jianying, Sun, Jimeng, Ebadollahi, Shahram, Laine, Andrew F
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2013
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't