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81
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ICML
2000
IEEE
16 years 1 months ago
Learning Bayesian Networks for Diverse and Varying numbers of Evidence Sets
We introduce an expandable Bayesian network (EBN) to handle the combination of diverse multiple homogeneous evidence sets. An EBN is an augmented Bayesian network which instantiat...
Zu Whan Kim, Ramakant Nevatia
80
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KDD
2004
ACM
146views Data Mining» more  KDD 2004»
16 years 27 days ago
A Bayesian network framework for reject inference
Andrew T. Smith, Charles Elkan
IJAR
2006
125views more  IJAR 2006»
15 years 14 days ago
Compiling relational Bayesian networks for exact inference
We describe in this paper a system for exact inference with relational Bayesian networks as defined in the publicly available Primula tool. The system is based on compiling propos...
Mark Chavira, Adnan Darwiche, Manfred Jaeger