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An Efficient Pattern Mining Approach for Event Detection in Multivariate Temporal Data

This work proposes a pattern mining approach to learn event detection models from complex multivariate temporal data, such as electronic health records. We present Recent Temporal Pattern mining, a novel approach for efficiently finding predictive patterns for event detection problems. This approach...

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Detalhes bibliográficos
Publicado no:Knowl Inf Syst
Main Authors: Batal, Iyad, Cooper, Gregory, Fradkin, Dmitriy, Harrison, James, Moerchen, Fabian, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4704806/
https://ncbi.nlm.nih.gov/pubmed/26752800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10115-015-0819-6
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