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» Generalized Belief Propagation
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SAC
2010
ACM
15 years 4 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
KR
2004
Springer
15 years 3 months ago
Distance Semantics for Relevance-Sensitive Belief Revision
Possible-world semantics are provided for Parikh’s relevance-sensitive model for belief revision. Having Grove’s system-of-spheres construction as a base, we consider addition...
Pavlos Peppas, Samir Chopra, Norman Y. Foo
JMLR
2012
13 years 8 days ago
Multiresolution Deep Belief Networks
Motivated by the observation that coarse and fine resolutions of an image reveal different structures in the underlying visual phenomenon, we present a model based on the Deep B...
Yichuan Tang, Abdel-rahman Mohamed
ATAL
2005
Springer
15 years 3 months ago
Individual beliefs and group acceptances within agent organizations
Groups of collaborative agents within organizations need to create group awareness in order to act as a single entity. The notion of collective belief, which has been used extensi...
Ioannis Partsakoulakis, George A. Vouros
KR
2004
Springer
15 years 3 months ago
A Logic of Limited Belief for Reasoning with Disjunctive Information
The goal of producing a general purpose, semantically motivated, and computationally tractable deductive reasoning service remains surprisingly elusive. By and large, approaches t...
Yongmei Liu, Gerhard Lakemeyer, Hector J. Levesque