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    DATAMINE
    2002
    169views more  DATAMINE 2002»
    Advances in Instance Selection for Instance-Based Learning Algorithms
    13 years 7 months ago
    Advances in Instance Selection for Instance-Based Learning Algorithms
    Download  sci2s.ugr.es
    The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
    Henry Brighton, Chris Mellish
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    LREC
    2008
    128views Education» more  LREC 2008»
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    13 years 9 months ago
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    Download  www.lrec-conf.org
    We discuss factors that affect human agreement on a semantic labeling task in the art history domain, based on the results of four experiments where we varied the number of labels...
    Rebecca J. Passonneau, Thomas Lippincott, Tae Yano...
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    COLING
    2000
    157views Computational Linguistics» more  COLING 2000»
    Word Sense Disambiguation of Adjectives Using Probabilistic Networks
    13 years 8 months ago
    Word Sense Disambiguation of Adjectives Using Probabilistic Networks
    Download  acl.ldc.upenn.edu
    In this paper, word sense dismnbiguation (WSD) accuracy achievable by a probabilistic classifier, using very milfimal training sets, is investigated. \Ve made the assuml)tiou that...
    Gerald Chao, Michael G. Dyer
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    ACL
    2012
    218views Computational Linguistics» more  ACL 2012»
    Building Trainable Taggers in a Web-based, UIMA-Supported NLP Workbench
    11 years 10 months ago
    Building Trainable Taggers in a Web-based, UIMA-Supported NLP Workbench
    Download  aclweb.org
    Argo is a web-based NLP and text mining workbench with a convenient graphical user interface for designing and executing processing workflows of various complexity. The workbench...
    Rafal Rak, BalaKrishna Kolluru, Sophia Ananiadou
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    ICDM
    2009
    IEEE
    137views Data Mining» more  ICDM 2009»
    Regression Learning Vector Quantization
    14 years 2 months ago
    Regression Learning Vector Quantization
    Download  www.ist.temple.edu
    — Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
    Mihajlo Grbovic, Slobodan Vucetic
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