Dagstuhl Seminar Proceedings 07161

Probabilistic, Logical and Relational Learning - A Further Synthesis

L. d. Raedt, T. Dietterich, L. Getoor, K. Kersting, S. H. Muggleton (Eds.)

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ISSN  1862 - 4405

Dagstuhl Seminar 07161, 15.04. - 20.04.2007
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Authors
  • Baskiotis, Nicolas
  • Cussens, James
  • De Raedt, Luc
  • Deshpande, Ashwin
  • Dietterich, Thomas
  • Domingos, Pedro
  • Fern, Alan
  • Flach, Peter
  • Getoor, Lise
  • Hammer, Barbara
  • Kaelbling, Leslie Pack
  • Kameya, Yoshitaka
  • Kersting, Kristian
  • Kurihara, Kenichi
  • Matsubara, Edson
  • Micheli, Alessio
  • Milch, Brian
  • Muggleton, Stephen H.
  • Natarajan, Sriraam
  • Pack Kaelbling, Leslie
  • Pasula, Hanna M.
  • Sato, Taisuke
  • Sebag, Michele
  • Singla, Parag
  • Sperduti, Alessandro
  • Tadepalli, Prasad
  • Zettlemoyer, Luke S.

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    07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis
    Authors: De Raedt, Luc ; Dietterich, Thomas ; Getoor, Lise ; Kersting, Kristian ; Muggleton, Stephen H.

    Abstract | Document (208 KB) | BibTeX

    A general framework for unsupervised preocessing of structured data
    Authors: Hammer, Barbara ; Micheli, Alessio ; Sperduti, Alessandro

    Abstract | Document (186 KB) | BibTeX

    Exploiting prior knowledge in Intelligent Assistants - Combining relational models with hierarchies
    Authors: Natarajan, Sriraam ; Tadepalli, Prasad ; Fern, Alan

    Abstract | Document (79 KB) | BibTeX

    Learning Probabilistic Relational Dynamics for Multiple Tasks
    Authors: Deshpande, Ashwin ; Milch, Brian ; Zettlemoyer, Luke S. ; Kaelbling, Leslie Pack

    Abstract | Document (212 KB) | BibTeX

    Logical Particle Filtering
    Authors: Zettlemoyer, Luke S. ; Pasula, Hanna M. ; Pack Kaelbling, Leslie

    Abstract | Document (238 KB) | BibTeX

    Markov Logic in Infinite Domains
    Authors: Domingos, Pedro ; Singla, Parag

    Abstract | Document (200 KB) | BibTeX

    Model equivalence of PRISM programs
    Authors: Cussens, James

    Abstract | Document (192 KB) | BibTeX

    On classification, ranking, and probability estimation
    Authors: Flach, Peter ; Matsubara, Edson

    Abstract | Document (286 KB) | BibTeX

    Structural Sampling for Statistical Software Testing
    Authors: Baskiotis, Nicolas ; Sebag, Michele

    Abstract | Document (193 KB) | BibTeX

    Variational Bayes via Propositionalization
    Authors: Sato, Taisuke ; Kameya, Yoshitaka ; Kurihara, Kenichi

    Abstract | Document (105 KB) | BibTeX

      




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