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    PRL
    2011
    174views Computer Networks» more  PRL 2011»
    A sparse version of the ridge logistic regression for large-scale text categorization
    14 years 6 months ago
    A sparse version of the ridge logistic regression for large-scale text categorization
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    The ridge logistic regression has successfully been used in text categorization problems and it has been shown to reach the same performance as the Support Vector Machine but with...
    Sujeevan Aseervatham, Anestis Antoniadis, É...
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    ACL
    2009
    181views Computational Linguistics» more  ACL 2009»
    A Framework of Feature Selection Methods for Text Categorization
    14 years 9 months ago
    A Framework of Feature Selection Methods for Text Categorization
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    In text categorization, feature selection (FS) is a strategy that aims at making text classifiers more efficient and accurate. However, when dealing with a new task, it is still d...
    Shoushan Li, Rui Xia, Chengqing Zong, Chu-Ren Huan...
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    115
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    SAC
    2008
    ACM
    140views Applied Computing» more  SAC 2008»
    An efficient feature ranking measure for text categorization
    14 years 11 months ago
    An efficient feature ranking measure for text categorization
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    A major obstacle that decreases the performance of text classifiers is the extremely high dimensionality of text data. To reduce the dimension, a number of approaches based on rou...
    Songbo Tan, Yuefen Wang, Xueqi Cheng
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    116
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    COLING
    2010
    130views Computational Linguistics» more  COLING 2010»
    Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization
    14 years 6 months ago
    Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization
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    Cross Document Coreference (CDC) is the task of constructing the coreference chain for mentions of a person across a set of documents. This work offers a holistic view of using do...
    Jian Huang 0002, Pucktada Treeratpituk, Sarah M. T...
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    CSUR
    2002
    46views more  CSUR 2002»
    Machine learning in automated text categorization
    14 years 11 months ago
    Machine learning in automated text categorization
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    Fabrizio Sebastiani
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