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A Pattern Mining Approach for Classifying Multivariate Temporal Data

We study the problem of learning classification models from complex multivariate temporal data encountered in electronic health record systems. The challenge is to define a good set of features that are able to represent well the temporal aspect of the data. Our method relies on temporal abstraction...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Batal, Iyad, Valizadegan, Hamed, Cooper, Gregory F., Hauskrecht, Milos
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2011
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3261774/
https://ncbi.nlm.nih.gov/pubmed/22267987
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BIBM.2011.39
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