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    STACS
    2012
    Springer
    260views Theoretical Computer Science» more  STACS 2012»
    Stabilization of Branching Queueing Networks
    12 years 5 months ago
    Stabilization of Branching Queueing Networks
    Download  www.model.in.tum.de
    Queueing networks are gaining attraction for the performance analysis of parallel computer systems. A Jackson network is a set of interconnected servers, where the completion of a...
    Tomás Brázdil, Stefan Kiefer
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    WABI
    2009
    Springer
    155views Bioinformatics» more  WABI 2009»
    A Markov Classification Model for Metabolic Pathways
    14 years 4 months ago
    A Markov Classification Model for Metabolic Pathways
    Download  www.almob.org
    Background: This paper considers the problem of identifying pathways through metabolic networks that relate to a specific biological response. Our proposed model, HME3M, first ide...
    Timothy Hancock, Hiroshi Mamitsuka
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    AP2PS
    2009
    IEEE
    252views Computer Networks» more  AP2PS 2009»
    Anomaly Detection in P2P Networks Using Markov Modelling
    14 years 4 months ago
    Anomaly Detection in P2P Networks Using Markov Modelling
    Download  ceres.ugr.es
    Jesús E. Díaz-Verdejo, Gabriel Maci&...
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    ICMLA
    2009
    185views Machine Learning» more  ICMLA 2009»
    Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
    13 years 7 months ago
    Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
    Download  staff.science.uva.nl
    Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
    Mark Kroon, Shimon Whiteson
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    ICMLA
    2009
    167views Machine Learning» more  ICMLA 2009»
    Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
    13 years 7 months ago
    Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
    Download  ftp.cs.wisc.edu
    Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
    Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapu...
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