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    KDD
    2004
    ACM
    132views Data Mining» more  KDD 2004»
    A probabilistic framework for semi-supervised clustering
    14 years 9 months ago
    A probabilistic framework for semi-supervised clustering
    Download  www.cs.utexas.edu
    Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
    Sugato Basu, Mikhail Bilenko, Raymond J. Mooney
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    COLING
    2010
    102views Computational Linguistics» more  COLING 2010»
    A Vector Space Model for Subjectivity Classification in Urdu aided by Co-Training
    13 years 4 months ago
    A Vector Space Model for Subjectivity Classification in Urdu aided by Co-Training
    Download  acl.eldoc.ub.rug.nl
    The goal of this work is to produce a classifier that can distinguish subjective sentences from objective sentences for the Urdu language. The amount of labeled data required for ...
    Smruthi Mukund, Rohini K. Srihari
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    IPM
    2008
    196views more  IPM 2008»
    Author identification: Using text sampling to handle the class imbalance problem
    13 years 9 months ago
    Author identification: Using text sampling to handle the class imbalance problem
    Download  www.icsd.aegean.gr
    Authorship analysis of electronic texts assists digital forensics and anti-terror investigation. Author identification can be seen as a single-label multi-class text categorizatio...
    Efstathios Stamatatos
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    SDM
    2008
    SIAM
    168views Data Mining» more  SDM 2008»
    Semi-Supervised Clustering via Matrix Factorization
    13 years 10 months ago
    Semi-Supervised Clustering via Matrix Factorization
    Download  users.cis.fiu.edu
    The recent years have witnessed a surge of interests of semi-supervised clustering methods, which aim to cluster the data set under the guidance of some supervisory information. U...
    Fei Wang, Tao Li, Changshui Zhang
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    BMCBI
    2011
    242views Artificial Intelligence» more  BMCBI 2011»
    Statistical Test of Expression Pattern (STEPath): a new strategy to integrate gene expression data with genomic information in i
    13 years 4 months ago
    Statistical Test of Expression Pattern (STEPath): a new strategy to integrate gene expression data with genomic information in i
    Download  www.biomedcentral.com
    Background: In the last decades, microarray technology has spread, leading to a dramatic increase of publicly available datasets. The first statistical tools developed were focuse...
    Paolo G. V. Martini, Davide Risso, Gabriele Sales,...
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