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» Decision Making Using Probabilistic Inference Methods
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ICCD
2002
IEEE
160views Hardware» more  ICCD 2002»
15 years 6 months ago
Modeling Switching Activity Using Cascaded Bayesian Networks for Correlated Input Streams
We represent switching activity in VLSI circuits using a graphical probabilistic model based on Cascaded Bayesian Networks (CBN’s). We develop an elegant method for maintaining ...
Sanjukta Bhanja, N. Ranganathan
UAI
2001
14 years 11 months ago
Expectation Propagation for approximate Bayesian inference
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...
Thomas P. Minka
IJAR
2008
117views more  IJAR 2008»
14 years 9 months ago
New geometric inference techniques for type-2 fuzzy sets
This paper presents new techniques for performing logical operations on type-2 fuzzy sets. These techniques make significant use of geometric methods to give, for the first time, ...
Simon Coupland, Robert John
MM
2004
ACM
133views Multimedia» more  MM 2004»
15 years 3 months ago
From context to content: leveraging context to infer media metadata
The recent popularity of mobile camera phones allows for new opportunities to gather important metadata at the point of capture. This paper describes a method for generating metad...
Marc Davis, Simon King, Nathan Good, Risto Sarvas
PTS
2008
98views Hardware» more  PTS 2008»
14 years 11 months ago
Modular System Verification by Inference, Testing and Reachability Analysis
Verification of a modular system composed of communicating components is a difficult problem, especially when the models of the components are not available. Conventional testing t...
Roland Groz, Keqin Li 0002, Alexandre Petrenko, Mu...