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Structural Learning about Directed Acyclic Graphs from Multiple Databases

We propose an approach for structural learning of directed acyclic graphs from multiple databases. We first learn a local structure from each database separately, and then we combine these local structures together to construct a global graph over all variables. In our approach, we do not require co...

Ausführliche Beschreibung

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Bibliografische Detailangaben
1. Verfasser: Qiang Zhao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Wiley 2012-01-01
Schriftenreihe:Abstract and Applied Analysis
Online-Zugang:http://dx.doi.org/10.1155/2012/579543
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