994 search results - page 47 / 199 » Modeling and Inference with Relational Dynamic Bayesian Netw... |
107
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We propose a class of graphical models appropriate for structure prediction problems where the model structure is a function of the output structure. Incremental Sigmoid Belief Ne...
133
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ICARCV
2006
IEEE
15 years 7 months ago
2006
IEEE
— The Bayesian occupancy filter (BOF) [1] has achieved promising results in the object tracking applications. This paper presents a new development of BOF which inherits origina...
117
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IDA
2003
Springer
15 years 6 months ago
2003
Springer
Abstract. Many examples exist of multivariate time series where dependencies between variables change over time. If these changing dependencies are not taken into account, any mode...
137
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
Many temporal processes can be naturally modeled as a stochastic system that evolves continuously over time. The representation language of continuous-time Bayesian networks allow...
119
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DAGSTUHL
2007
15 years 3 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 ...