1423 search results - page 92 / 285 » Object-Oriented Bayesian Networks |
122
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IJCAI
2007
15 years 2 months ago
2007
Compiling Bayesian networks has proven an effective approach for inference that can utilize both global and local network structure. In this paper, we define a new method of comp...
104
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CVPR
1999
IEEE
16 years 2 months ago
1999
IEEE
The development of user interfaces based on vision and speech requires the solution of a challenging statistical inference problem: The intentions and actions of multiple individu...
ICIP
2002
IEEE
16 years 2 months ago
2002
IEEE
This paper addresses long term tracking of multiple objects with occlusions. Bayesian networks are used to model the interaction among the detected tracks and for conflict managem...
98
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ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
When a large amount of data are missing, or when multiple hidden nodes exist, learning parameters in Bayesian networks (BNs) becomes extremely difficult. This paper presents a lea...
85
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We present a method for parameter learning in relational Bayesian networks (RBNs). Our approach consists of compiling the RBN model into a computation graph for the likelihood fun...