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» Object-Oriented Bayesian Networks
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SAC
2010
ACM
16 years 1 months ago
Applying taxonomic knowledge to Bayesian belief network for personalized search
Keyword-based search returns its results without concern for the information needs of users at a particular time. In general, search queries are too short to represent what users ...
Jae-won Lee, Han-joon Kim, Sang-goo Lee
IVA
2009
Springer
16 years 1 months ago
GNetIc - Using Bayesian Decision Networks for Iconic Gesture Generation
Expressing spatial information with iconic gestures is abundant in human communication and requires to transform a referent representation into resembling gestural form. This task ...
Kirsten Bergmann, Stefan Kopp
ICDAR
2007
IEEE
16 years 25 days ago
A Bayesian Network Approach to Mode Detection for Interactive Maps
This paper describes a mode detection system for online pen input that employs a Bayesian network to combine classification results and context information. Previous monolithic c...
Don Willems, Louis Vuurpijl
MICAI
2007
Springer
16 years 20 days ago
Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras
Previous work on context-specific independence in Bayesian networks is driven by a common goal, namely to represent the conditional probability tables in a most compact way. In th...
Michael Wachter, Rolf Haenni, Marc Pouly
IDA
2005
Springer
16 years 22 hour ago
Combining Bayesian Networks with Higher-Order Data Representations
Abstract. This paper introduces Higher-Order Bayesian Networks, a probabilistic reasoning formalism which combines the efficient reasoning mechanisms of Bayesian Networks with the...
Elias Gyftodimos, Peter A. Flach