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    ICMLA
    2008
    93views Machine Learning» more  ICMLA 2008»
    Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies
    14 years 7 days ago
    Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies
    Download  user.cs.tu-berlin.de
    In this work, a new learning paradigm called target selection is proposed, which can be used to test for associations between a single genetic variable and a multidimensional, qua...
    Johannes Mohr, Sambu Seo, Imke Puis, Andreas Heinz...
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    ICMLA
    2007
    149views Machine Learning» more  ICMLA 2007»
    Uncertainty optimization for robust dynamic optical flow estimation
    14 years 7 days ago
    Uncertainty optimization for robust dynamic optical flow estimation
    Download  eprints.pascal-network.org
    We develop an optical flow estimation framework that focuses on motion estimation over time formulated in a Dynamic Bayesian Network. It realizes a spatiotemporal integration of ...
    Volker Willert, Marc Toussaint, Julian Eggert, Edg...
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    LREC
    2008
    131views Education» more  LREC 2008»
    Learning Morphology with Morfette
    14 years 7 days ago
    Learning Morphology with Morfette
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    Morfette is a modular, data-driven, probabilistic system which learns to perform joint morphological tagging and lemmatization from morphologically annotated corpora. The system i...
    Grzegorz Chrupala, Georgiana Dinu, Josef van Genab...
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    IJCAI
    2007
    154views Artificial Intelligence» more  IJCAI 2007»
    A Hybridized Planner for Stochastic Domains
    14 years 7 days ago
    A Hybridized Planner for Stochastic Domains
    Download  www.ijcai.org
    Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
    Mausam, Piergiorgio Bertoli, Daniel S. Weld
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    NAACL
    2007
    107views Computational Linguistics» more  NAACL 2007»
    Unsupervised Resolution of Objects and Relations on the Web
    14 years 7 days ago
    Unsupervised Resolution of Objects and Relations on the Web
    Download  turing.cs.washington.edu
    The task of identifying synonymous relations and objects, or Synonym Resolution (SR), is critical for high-quality information extraction. The bulk of previous SR work assumed str...
    Alexander Yates, Oren Etzioni
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