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    FLAIRS
    2008
    136views Artificial Intelligence» more  FLAIRS 2008»
    A New Approach to Model-Based Diagnosis Using Probabilistic Logic
    13 years 10 months ago
    A New Approach to Model-Based Diagnosis Using Probabilistic Logic
    Download  www.aaai.org
    We describe a new approach to model construction using transfer function diagrams that are consequently mapped into generalized loopy logic, a first-order, Turing-complete stochas...
    Nikita A. Sakhanenko, Roshan Rammohan, George F. L...
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    CPAIOR
    2008
    Springer
    133views Operations Research» more  CPAIOR 2008»
    Stochastic Satisfiability Modulo Theories for Non-linear Arithmetic
    13 years 9 months ago
    Stochastic Satisfiability Modulo Theories for Non-linear Arithmetic
    Download  seshome.informatik.uni-oldenburg.de
    Abstract. The stochastic satisfiability modulo theories (SSMT) problem is a generalization of the SMT problem on existential and randomized (aka. stochastic) quantification over di...
    Tino Teige, Martin Fränzle
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    MLG
    2007
    Springer
    196views Machine Learning» more  MLG 2007»
    Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
    14 years 1 months ago
    Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
    Download  mlg07.dsi.unifi.it
    Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
    Jianzhong Chen, Stephen Muggleton, Jose Santos
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    ICIP
    2007
    IEEE
    276views Image Processing» more  ICIP 2007»
    Semantics-Based Video Indexing using a Stochastic Modeling Approach
    14 years 9 months ago
    Semantics-Based Video Indexing using a Stochastic Modeling Approach
    Download  www.cs.uga.edu
    Semantic video indexing is the first step towards automatic video retrieval and personalization. We propose a data-driven stochastic modeling approach to perform both video segmen...
    Yong Wei, Suchendra M. Bhandarkar, Kang Li
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    NIPS
    2007
    133views Information Technology» more  NIPS 2007»
    A Probabilistic Approach to Language Change
    13 years 9 months ago
    A Probabilistic Approach to Language Change
    Download  books.nips.cc
    We present a probabilistic approach to language change in which word forms are represented by phoneme sequences that undergo stochastic edits along the branches of a phylogenetic ...
    Alexandre Bouchard-Côté, Percy Liang,...
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