13026 search results - page 8 / 2606 » Probabilistic Relational Models |
104
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CIKM
2010
Springer
14 years 10 months ago
2010
Springer
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 ...
93
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NIPS
2003
15 years 1 months ago
2003
Many real-world domains are relational in nature, consisting of a set of objects related to each other in complex ways. This paper focuses on predicting the existence and the type...
115
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KR
2004
Springer
15 years 5 months ago
2004
Springer
To learn to behave in highly complex domains, agents must represent and learn compact models of the world dynamics. In this paper, we present an algorithm for learning probabilist...
106
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DAGSTUHL
2007
15 years 1 months ago
2007
The ways in which an agent’s actions affect the world can often be modeled compactly using a set of relational probabilistic planning rules. This paper addresses the problem of ...
107
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SEW
2006
IEEE
15 years 6 months ago
2006
IEEE
Complex software systems typically involve features like time, concurrency and probability, where probabilistic computations play an increasing role. It is challenging to formaliz...