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    EMNLP
    2009
    152views Natural Language Processing» more  EMNLP 2009»
    Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases
    13 years 8 months ago
    Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases
    Download  www.cs.jhu.edu
    Untranslated words still constitute a major problem for Statistical Machine Translation (SMT), and current SMT systems are limited by the quantity of parallel training texts. Augm...
    Yuval Marton, Chris Callison-Burch, Philip Resnik
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    TNN
    2010
    173views Management» more  TNN 2010»
    Multiclass relevance vector machines: sparsity and accuracy
    13 years 4 months ago
    Multiclass relevance vector machines: sparsity and accuracy
    Download  www.cs.cornell.edu
    Abstract--In this paper we investigate the sparsity and recognition capabilities of two approximate Bayesian classification algorithms, the multi-class multi-kernel Relevance Vecto...
    Ioannis Psorakis, Theodoros Damoulas, Mark A. Giro...
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    FLAIRS
    2008
    97views Artificial Intelligence» more  FLAIRS 2008»
    Machine Learning to Predict the Incidence of Retinopathy of Prematurity
    14 years 15 days ago
    Machine Learning to Predict the Incidence of Retinopathy of Prematurity
    Download  www.aaai.org
    Retinopathy of Prematurity (ROP) is a disorder afflicting prematurely born infants. ROP can be positively diagnosed a few weeks after birth. The goal of this study is to build an ...
    Aniket Ray, Vikas Kumar, Balaraman Ravindran, Ling...
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    IJCAI
    2007
    159views Artificial Intelligence» more  IJCAI 2007»
    A Machine Learning Approach for Statistical Software Testing
    13 years 11 months ago
    A Machine Learning Approach for Statistical Software Testing
    Download  www.ijcai.org
    Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
    Nicolas Baskiotis, Michèle Sebag, Marie-Cla...
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    ESANN
    2006
    144views Neural Networks» more  ESANN 2006»
    Evolino for recurrent support vector machines
    13 years 11 months ago
    Evolino for recurrent support vector machines
    Download  www.dice.ucl.ac.be
    Abstract. We introduce a new class of recurrent, truly sequential SVM-like devices with internal adaptive states, trained by a novel method called EVOlution of systems with KErnel-...
    Jürgen Schmidhuber, Matteo Gagliolo, Daan Wie...
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