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    STOC
    1997
    ACM
    97views Algorithms» more  STOC 1997»
    Using and Combining Predictors That Specialize
    15 years 1 months ago
    Using and Combining Predictors That Specialize
    Download  cseweb.ucsd.edu
    Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
    Yoav Freund, Robert E. Schapire, Yoram Singer, Man...
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    LREC
    2008
    106views Education» more  LREC 2008»
    Producing an Encyclopedic Dictionary using Patent Documents
    14 years 11 months ago
    Producing an Encyclopedic Dictionary using Patent Documents
    Download  www.cl.cs.titech.ac.jp
    Although the World Wide Web has of late become an important source to consult for the meaning of words, a number of technical terms related to high technology are not found on the...
    Atsushi Fujii
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    JMLR
    2008
    137views more  JMLR 2008»
    Online Learning of Complex Prediction Problems Using Simultaneous Projections
    14 years 9 months ago
    Online Learning of Complex Prediction Problems Using Simultaneous Projections
    Download  jmlr.csail.mit.edu
    We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
    Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
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    WWW
    2007
    ACM
    137views Internet Technology» more  WWW 2007»
    Acquiring ontological knowledge from query logs
    15 years 10 months ago
    Acquiring ontological knowledge from query logs
    Download  www2007.org
    We present a method for acquiring ontological knowledge using search query logs. We first use query logs to identify important contexts associated with terms belonging to a semant...
    Satoshi Sekine, Hisami Suzuki
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    DRR
    2009
    179views Document Analysis» more  DRR 2009»
    Figure content analysis for improved biomedical article retrieval
    14 years 7 months ago
    Figure content analysis for improved biomedical article retrieval
    Download  mdot.nlm.nih.gov
    Biomedical images are invaluable in medical education and establishing clinical diagnosis. Clinical decision support (CDS) can be improved by combining biomedical text with automa...
    Daekeun You, Emilia Apostolova, Sameer Antani, Din...
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