1489 search results - page 193 / 298 » Monotonicity in Bayesian Networks |
166
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ICML
2010
IEEE
15 years 5 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...
113
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INFOCOM
2009
IEEE
15 years 11 months ago
2009
IEEE
Abstract—The highly stochastic nature of wireless environments makes it desirable to monitor link loss rates in wireless sensor networks. In this paper, we study the loss inferen...
154
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BIB
2007
15 years 4 months ago
2007
The collection of multiple genome-scale datasets is now routine, and the frontier of research in systems biology has shifted accordingly. Rather than clustering a single dataset t...
115
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ICC
2007
IEEE
15 years 10 months ago
2007
IEEE
Abstract— Target tracking is a canonical issue in sensor networks research. However, tracking security has gained little or no attention. Once a sensor node is compromised, it wi...
145
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CMSB
2004
Springer
15 years 8 months ago
2004
Springer
We propose a robust estimation method of gene networks based on microarray gene expression data. It is well-known that microarray data contain a large amount of noise and some outl...