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AAAI
1998
14 years 25 days ago
Structured Representation of Complex Stochastic Systems
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
ROMAN
2007
IEEE
179views Robotics» more  ROMAN 2007»
14 years 5 months ago
A Bayesian Network Framework for Vision Based Semantic Scene Understanding
— 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
KDD
2004
ACM
146views Data Mining» more  KDD 2004»
14 years 12 months ago
A Bayesian network framework for reject inference
Andrew T. Smith, Charles Elkan