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    CORR
    2011
    Springer
    174views Education» more  CORR 2011»
    Parameter Learning of Logic Programs for Symbolic-Statistical Modeling
    12 years 8 months ago
    Parameter Learning of Logic Programs for Symbolic-Statistical Modeling
    Download  www.cs.cmu.edu
    We propose a logical/mathematical framework for statistical parameter learning of parameterized logic programs, i.e. de nite clause programs containing probabilistic facts with a ...
    Yoshitaka Kameya, Taisuke Sato
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    ICALT
    2006
    IEEE
    92views Machine Learning» more  ICALT 2006»
    Querying Heterogeneous and Distributed Learning Object Repositories via Ontology-Based Mediation
    13 years 11 months ago
    Querying Heterogeneous and Distributed Learning Object Repositories via Ontology-Based Mediation
    Download  www.activemath.org
    Philipp Kärger, Erica Melis, Carsten Ullrich
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    JMLR
    2010
    137views more  JMLR 2010»
    Covariance in Unsupervised Learning of Probabilistic Grammars
    12 years 11 months ago
    Covariance in Unsupervised Learning of Probabilistic Grammars
    Download  jmlr.csail.mit.edu
    Probabilistic grammars offer great flexibility in modeling discrete sequential data like natural language text. Their symbolic component is amenable to inspection by humans, while...
    Shay B. Cohen, Noah A. Smith
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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 2 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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    WWW
    2002
    ACM
    180views Internet Technology» more  WWW 2002»
    Learning to map between ontologies on the semantic web
    14 years 5 months ago
    Learning to map between ontologies on the semantic web
    Download  www.cs.washington.edu
    Ontologies play a prominent role on the Semantic Web. They make possible the widespread publication of machine understandable data, opening myriad opportunities for automated info...
    AnHai Doan, Jayant Madhavan, Pedro Domingos, Alon ...
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