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Multiplicative Forests for Continuous-Time Processes

Learning temporal dependencies between variables over continuous time is an important and challenging task. Continuous-time Bayesian networks effectively model such processes but are limited by the number of conditional intensity matrices, which grows exponentially in the number of parents per varia...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Weiss, Jeremy C., Natarajan, Sriraam, Page, David
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4182941/
https://ncbi.nlm.nih.gov/pubmed/25284967
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