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» Representation of Bayesian Networks as Relational Databases
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IPMU
1994
Springer
15 years 3 months ago
Representation of Bayesian Networks as Relational Databases
S. K. Michael Wong, Yang Xiang, Xiaopin Nie
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 4 days ago
Fast discovery of unexpected patterns in data, relative to a Bayesian network
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
Szymon Jaroszewicz, Tobias Scheffer
CIKM
2010
Springer
14 years 9 months ago
Probabilistic ranking for relational databases based on correlations
This paper proposes a ranking method to exploit statistical correlations among pairs of attribute values in relational databases. For a given query, the correlations of the query ...
Jaehui Park, Sang-goo Lee
AGI
2011
14 years 3 months ago
Towards a General Vision System Based on Symbol-Relation Grammars and Bayesian Networks
Abstract. A novel approach to create a general vision system is presented. The proposed method is based on a visual grammar representation which is transformed to a Bayesian networ...
Elias Ruiz, Augusto Meléndez, Luis Enrique ...