2626 search results - page 162 / 526 » The complexity of stochastic sequences |
189
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EMMCVPR
2005
Springer
16 years 15 hour ago
2005
Springer
This paper addresses the problem of efficient information theoretic, non-parametric data clustering. We develop a procedure for adapting the cluster memberships of the data pattern...
181
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BIOCOMP
2007
15 years 8 months ago
2007
Abstract—This paper presents a stochastic modelling framework for complex biochemical reaction networks from a component-based perspective. Our approach takes into account the di...
148
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UAI
2008
15 years 8 months ago
2008
Formal languages for probabilistic modeling enable re-use, modularity, and descriptive clarity, and can foster generic inference techniques. We introduce Church, a universal langu...
195
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ICML
2010
IEEE
15 years 7 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...
174
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ENTCS
2006
15 years 6 months ago
2006
In recent years, there has been increasing interest in computational models of biological systems based on various calculi of communicating processes, such as the stochastic pi-ca...