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FGCS
1992
107views more  FGCS 1992»
14 years 2 days ago
Logic Programming, Abduction and Probability
Probabilistic Horn abduction is a simple framework to combine probabilistic and logical reasoning into a coherent practical framework. The numbers can be consistently interpreted ...
David Poole
MMM
2011
Springer
368views Multimedia» more  MMM 2011»
13 years 2 months ago
Correlated PLSA for Image Clustering
Probabilistic Latent Semantic Analysis (PLSA) has become a popular topic model for image clustering. However, the traditional PLSA method considers each image (document) independen...
Peng Li, Jian Cheng, Zechao Li, Hanqing Lu
IJCAI
1997
14 years 8 days ago
Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference
Bayesian belief networks have grown to prominence because they provide compact representations of many domains, and there are algorithms to exploit this compactness. The next step...
David Poole
SIGMOD
2009
ACM
250views Database» more  SIGMOD 2009»
14 years 11 months ago
MayBMS: a probabilistic database management system
MayBMS is a state-of-the-art probabilistic database management system which leverages the strengths of previous database research for achieving scalability. As a proof of concept ...
Jiewen Huang, Lyublena Antova, Christoph Koch, Dan...
EDBT
2004
ACM
117views Database» more  EDBT 2004»
14 years 11 months ago
XPath with Conditional Axis Relations
This paper is about the W3C standard node-addressing language for XML documents, called XPath. XPath is still under development. Version 2.0
Maarten Marx