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    COLING
    1994
    61views Computational Linguistics» more  COLING 1994»
    Two Methods for Learning ALT-J/E Translation Rules from Examples and a Semantic Hierarchy
    13 years 9 months ago
    Two Methods for Learning ALT-J/E Translation Rules from Examples and a Semantic Hierarchy
    Download  acl.ldc.upenn.edu
    Hussein Almuallim, Yasuhiro Akiba, Takefumi Yamaza...
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    COR
    2002
    52views more  COR 2002»
    An incremental learning algorithm for constructing Boolean functions from positive and negative examples
    13 years 8 months ago
    An incremental learning algorithm for constructing Boolean functions from positive and negative examples
    Download  www.csc.lsu.edu
    Salvador Nieto Sánchez, Evangelos Triantaph...
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    ICGI
    1998
    Springer
    97views Natural Language Processing» more  ICGI 1998»
    Learning Stochastic Finite Automata from Experts
    14 years 19 days ago
    Learning Stochastic Finite Automata from Experts
    Download  pagesperso.lina.univ-nantes.fr
    We present in this paper a new learning problem called learning distributions from experts. In the case we study the experts are stochastic deterministic finite automata (sdfa). W...
    Colin de la Higuera
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    NIPS
    2004
    137views Information Technology» more  NIPS 2004»
    Object Classification from a Single Example Utilizing Class Relevance Metrics
    13 years 9 months ago
    Object Classification from a Single Example Utilizing Class Relevance Metrics
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    We describe a framework for learning an object classifier from a single example. This goal is achieved by emphasizing the relevant dimensions for classification using available ex...
    Michael Fink 0002
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    FLAIRS
    2008
    156views Artificial Intelligence» more  FLAIRS 2008»
    Selecting Minority Examples from Misclassified Data for Over-Sampling
    13 years 10 months ago
    Selecting Minority Examples from Misclassified Data for Over-Sampling
    Download  www.aaai.org
    We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...
    Jorge de la Calleja, Olac Fuentes, Jesús Go...
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