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    UAI
    1998
    91views Artificial Intelligence» more  UAI 1998»
    Tractable Inference for Complex Stochastic Processes
    15 years 2 months ago
    Tractable Inference for Complex Stochastic Processes
    Download  www.cis.upenn.edu
    The monitoring and control of any dynamic system depends crucially on the ability to reason about its current status and its future trajectory. In the case of a stochastic system,...
    Xavier Boyen, Daphne Koller
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    97
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    IJCV
    2007
    134views more  IJCV 2007»
    Multi-sensory and Multi-modal Fusion for Sentient Computing
    15 years 18 days ago
    Multi-sensory and Multi-modal Fusion for Sentient Computing
    Download  www.cl.cam.ac.uk
    This paper presents an approach to multi-sensory and multi-modal fusion in which computer vision information obtained from calibrated cameras is integrated with a large-scale sent...
    Christopher Town
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    ACL
    2010
    141views Computational Linguistics» more  ACL 2010»
    Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning
    14 years 10 months ago
    Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning
    Download  mi.eng.cam.ac.uk
    Most previous work on trainable language generation has focused on two paradigms: (a) using a statistical model to rank a set of generated utterances, or (b) using statistics to i...
    François Mairesse, Milica Gasic, Filip Jurc...
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    149
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    CORR
    2012
    Springer
    281views Education» more  CORR 2012»
    Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization
    13 years 8 months ago
    Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization
    Download  uai.sis.pitt.edu
    Compiling Bayesian networks (BNs) to junction trees and performing belief propagation over them is among the most prominent approaches to computing posteriors in BNs. However, bel...
    Lu Zheng, Ole J. Mengshoel, Jike Chong
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    CIMCA
    2006
    IEEE
    174views Intelligent Agents» more  CIMCA 2006»
    From the OntoBayes Model to a Service Oriented Decision Support System
    15 years 6 months ago
    From the OntoBayes Model to a Service Oriented Decision Support System
    Download  iaks-www.ira.uka.de
    The aim of this paper is to propose a service oriented decision support system based on an ontology-driven uncertainty model (OntoBayes). OntoBayes consists of knowledge and decis...
    Yi Yang, Jacques Calmet
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