13026 search results - page 224 / 2606 » Probabilistic Relational Models |
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ICA
2010
Springer
15 years 3 months ago
2010
Springer
We develop a probabilistic modeling framework for multiway arrays. Our framework exploits the link between graphical models and tensor factorization models and it can realize any ...
129
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SKG
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper, a social network model based on real social relationships, referred as Relation Grid, is proposed. Relation grid is isomorphic to the actual social network; hence it...
119
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IJCAI
2007
15 years 5 months ago
2007
In recent years, there has been a growing interest in using rich representations such as relational languages for reinforcement learning. However, while expressive languages have ...
110
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ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
124
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LION
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. Probabilistic Neural Networks (PNNs) constitute a promising methodology for classification and prediction tasks. Their performance depends heavily on several factors, su...