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    ECML
    2007
    Springer
    137views Machine Learning» more  ECML 2007»
    Learning Partially Observable Markov Models from First Passage Times
    13 years 11 months ago
    Learning Partially Observable Markov Models from First Passage Times
    Download  www.info.ucl.ac.be
    Jérôme Callut, Pierre Dupont
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    ECML
    2005
    Springer
    97views Machine Learning» more  ECML 2005»
    Inducing Hidden Markov Models to Model Long-Term Dependencies
    13 years 11 months ago
    Inducing Hidden Markov Models to Model Long-Term Dependencies
    Download  www.info.ucl.ac.be
    We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
    Jérôme Callut, Pierre Dupont
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    ICML
    1999
    IEEE
    163views Machine Learning» more  ICML 1999»
    Monte Carlo Hidden Markov Models: Learning Non-Parametric Models of Partially Observable Stochastic Processes
    14 years 6 months ago
    Monte Carlo Hidden Markov Models: Learning Non-Parametric Models of Partially Observable Stochastic Processes
    Download  www.ri.cmu.edu
    We present a learning algorithm for non-parametric hidden Markov models with continuous state and observation spaces. All necessary probability densities are approximated using sa...
    Sebastian Thrun, John Langford, Dieter Fox
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    PAMI
    2007
    186views more  PAMI 2007»
    Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
    13 years 5 months ago
    Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
    Download  people.ee.duke.edu
    —This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
    Jesse Hoey, James J. Little
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    SIGMETRICS
    2002
    ACM
    107views Hardware» more  SIGMETRICS 2002»
    Passage time distributions in large Markov chains
    13 years 5 months ago
    Passage time distributions in large Markov chains
    Download  www.doc.ic.ac.uk
    Probability distributions of response times are important in the design and analysis of transaction processing systems and computercommunication systems. We present a general tech...
    Peter G. Harrison, William J. Knottenbelt
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