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    DMIN
    2006
    146views Data Mining» more  DMIN 2006»
    A Comparison of Two Document Clustering Approaches for Clustering Medical Documents
    13 years 10 months ago
    A Comparison of Two Document Clustering Approaches for Clustering Medical Documents
    Download  ww1.ucmss.com
    Medical data is often presented as free text in the form of medical reports. Such documents contain important information about patients, disease progression and management, but ar...
    Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Be...
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    SIGIR
    2011
    ACM
    239views Information Technology» more  SIGIR 2011»
    Bag-of-visual-words vs global image descriptors on two-stage multimodal retrieval
    12 years 11 months ago
    Bag-of-visual-words vs global image descriptors on two-stage multimodal retrieval
    Download  www.aviarampatzis.com
    The Bag-Of-Visual-Words (BOVW) paradigm is fast becoming a popular image representation for Content-Based Image Retrieval (CBIR), mainly because of its better retrieval effectiven...
    Savvas A. Chatzichristofis, Konstantinos Zagoris, ...
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    PKDD
    2005
    Springer
    122views Data Mining» more  PKDD 2005»
    A Probabilistic Clustering-Projection Model for Discrete Data
    14 years 2 months ago
    A Probabilistic Clustering-Projection Model for Discrete Data
    Download  www.dbs.informatik.uni-muenchen.de
    For discrete co-occurrence data like documents and words, calculating optimal projections and clustering are two different but related tasks. The goal of projection is to find a ...
    Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Krieg...
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    ACL
    2009
    165views Computational Linguistics» more  ACL 2009»
    Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
    13 years 6 months ago
    Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
    Download  www.aclweb.org
    Stochastic gradient descent (SGD) uses approximate gradients estimated from subsets of the training data and updates the parameters in an online fashion. This learning framework i...
    Yoshimasa Tsuruoka, Jun-ichi Tsujii, Sophia Anania...
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    ICCBR
    2009
    Springer
    131views Automated Reasoning» more  ICCBR 2009»
    Toward Modeling and Teaching Legal Case-Based Adaptation with Expert Examples
    13 years 6 months ago
    Toward Modeling and Teaching Legal Case-Based Adaptation with Expert Examples
    Download  cscw.in.tu-clausthal.de
    Studying examples of expert case-based adaptation could advance computational modeling but only if the examples can be succinctly represented and reliably interpreted. Supreme Cour...
    Kevin D. Ashley, Collin Lynch, Niels Pinkwart, Vin...
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