7150 search results - page 1110 / 1430 » Graph-Based Data Mining |
139
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PKDD
2010
Springer
15 years 25 days ago
2010
Springer
Abstract. A new method is proposed for compiling causal independencies into Markov logic networks (MLNs). An MLN can be viewed as compactly representing a factorization of a joint ...
131
Voted
PKDD
2010
Springer
15 years 25 days ago
2010
Springer
Current knowledge bases suffer from either low coverage or low accuracy. The underlying hypothesis of this work is that user feedback can greatly improve the quality of automatica...
117
Voted
PKDD
2010
Springer
15 years 25 days ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
127
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SDM
2010
SIAM
15 years 25 days ago
2010
SIAM
In this paper, we consider the problem of community detection in directed networks by using probabilistic models. Most existing probabilistic models for community detection are ei...
108
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SISAP
2010
IEEE
15 years 24 days ago
2010
IEEE
The efficient similarity search in metric spaces is usually based on several low-level partitioning principles, which allow filtering of non-relevant objects during the search. I...