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    » ABL: Alignment-Based Learning
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    ACL
    2008
    106views Computational Linguistics» more  ACL 2008»
    Learning Bigrams from Unigrams
    14 years 11 months ago
    Learning Bigrams from Unigrams
    Download  aclweb.org
    Traditional wisdom holds that once documents are turned into bag-of-words (unigram count) vectors, word orders are completely lost. We introduce an approach that, perhaps surprisi...
    Xiaojin Zhu, Andrew B. Goldberg, Michael Rabbat, R...
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    VMV
    2008
    107views Visualization» more  VMV 2008»
    Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
    14 years 11 months ago
    Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
    Download  www.inf-cv.uni-jena.de
    Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...
    Erik Rodner, Joachim Denzler
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    AAAI
    2004
    105views Intelligent Agents» more  AAAI 2004»
    Learning and Inferring Transportation Routines
    14 years 11 months ago
    Learning and Inferring Transportation Routines
    Download  www.cs.rochester.edu
    This paper introduces a hierarchical Markov model that can learn and infer a user's daily movements through the commue model uses multiple levels of abstraction in order to b...
    Lin Liao, Dieter Fox, Henry A. Kautz
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    AAAI
    2006
    123views Intelligent Agents» more  AAAI 2006»
    Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization
    14 years 11 months ago
    Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization
    Download  www.aaai.org
    We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...
    Yi Liu, Rong Jin, Liu Yang
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    IJCAI
    2003
    109views Artificial Intelligence» more  IJCAI 2003»
    Where is ...? Learning and Utilizing Motion Patterns of Persons with Mobile Robots
    14 years 11 months ago
    Where is ...? Learning and Utilizing Motion Patterns of Persons with Mobile Robots
    Download  dli.iiit.ac.in
    Whenever people move through their environments they do not move randomly. Instead, they usually follow specific trajectories or motion patterns corresponding to their intentions....
    Grzegorz Cielniak, Maren Bennewitz, Wolfram Burgar...
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