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Network Inference via the Time-Varying Graphical Lasso

Many important problems can be modeled as a system of interconnected entities, where each entity is recording time-dependent observations or measurements. In order to spot trends, detect anomalies, and interpret the temporal dynamics of such data, it is essential to understand the relationships betw...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:KDD
Hauptverfasser: Hallac, David, Park, Youngsuk, Boyd, Stephen, Leskovec, Jure
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5951186/
https://ncbi.nlm.nih.gov/pubmed/29770256
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3097983.3098037
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