Bayesian network framework

38

AAAI
1998

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Structured Representation of Complex Stochastic Systems

14 years 9 days ago

This paperconsidersthe problem of representingcomplex systems that evolve stochastically over time. Dynamic Bayesian networks provide a compact representation for stochastic proce...

Nir Friedman, Daphne Koller, Avi Pfeffer

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39

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ROMAN
2007
IEEE

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A Bayesian Network Framework for Vision Based Semantic Scene Understanding

14 years 5 months ago

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— For a robot to understand a scene, we have to infer and extract meaningful information from vision sensor data. Since scene understanding consists in recognizing several visual...

Seung-Bin Im, Keum-Sung Hwang, Sung-Bae Clio

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31

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KDD
2004
ACM

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A Bayesian network framework for reject inference

14 years 11 months ago

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Andrew T. Smith, Charles Elkan

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