@TECHREPORT{Fodor02,
  AUTHOR =       {Imola K. Fodor},
  TITLE =        {A survey of dimension reduction techniques},
  INSTITUTION =  {Center for Applied Scientific Computing, Lawrence Livermore National Laboratory},
  YEAR =         {2002},
  type =         {Technical Report},
  number =       {UCRL-ID-148494},
  month =        {June}
}

@INCOLLECTION{Husbands2001,
  author =       {Parry Husbands and Horst Simon and Chris H. Q. Ding},
  TITLE =        {On the use of the singular value decomposition for text retrieval},
  BOOKTITLE =    {Computational information retrieval},
  PUBLISHER =    {Society for Industrial and Applied Mathematics},
  YEAR =         {2001},
  isbn = {0-89871-500-8},
  pages =        {145--156},
  address =      {Philadelphia, PA, USA}
}


@TECHREPORT{zhao01criterion,
  AUTHOR =       {Y. Zhao and G. Karypis},
  TITLE =        {Criterion functions for document clustering: Experiments and analysis},
  INSTITUTION =  {Department of Computer Science, University of Minnesota},
  YEAR =         {2001},
  type =         {Technical Report},
  number =       {TR \#01--40},
  address =      {Minneapolis, MN}
}

@INPROCEEDINGS{Milios_Zhang,
  AUTHOR =       {E. Milios and Y. Zhang and N. Zincir-Heywood},
  TITLE =        {Term-based clustering and summarization of web page collections},
  BOOKTITLE =    {the Seventeenth Conference of the Canadian Society for Computational Studies of Intelligence (AI’04)},
  YEAR =         {2004},
  pages =        {60-74},
  address =      {London, ON},
  month =        {May}
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@inproceedings{Cavnar94,
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@MISC{Vlado_NGram,
  author =       {Vlado Keselj},
  title =        {Perl package Text::Ngrams},
  year =         {2004},
  source =       {http://users.cs.dal.ca/$\sim$vlado/srcperl/Ngrams/}
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@TECHREPORT{Bin2004,
  AUTHOR =       {B. Tang and X. Luo and M. I. Heywood and M. Shepherd },
  TITLE =        {Comparative Study of Dimension Reduction Techniques for Document Clustering},
  INSTITUTION =  {Faculty of Computer Science, Dalhousie University},
  YEAR =         {2004},
  type =         {Technical Report},
  number =       {CS-2004-14},
  month =        {December},
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@article{JainMF99,
  author    = {Anil K. Jain and M. Narasimha Murty and Patrick J. Flynn},
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  volume    = {31},
  number    = {3},
  year      = {1999},
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@techreport{berkhin02survey,
  author = "Pavel Berkhin",
  title = "Survey Of Clustering Data Mining Techniques",
  institution = "Accrue Software",
  address = "San Jose, CA",
  year = "2002",
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@INPROCEEDINGS{Beyer99,
  AUTHOR =       {K. Beyer and J. Goldstein and R. Ramakrishnan and and U. Shaft},
  TITLE =        {When is the Nearest Neighbour Meaningful?},
  BOOKTITLE =    {Proceedings of the 7th International Conference on Database Theory},
  YEAR =         {1999},
  pages =        {217-235},
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@article{blum97,
    author = "Avrim Blum and Pat Langley",
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    year = "1997",
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@ARTICLE{Pars-etal04b,
  AUTHOR = {Lance Parsons and Ehtesham Haque and Huan Liu},
  TITLE = {Subspace Clustering for High Dimensional Data: A Review},
  JOURNAL = {SIGKDD Explorations, Newsletter of the ACM Special Interest Group on Knowledge Discovery and Data Mining},
  YEAR = {2004},
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@inproceedings{yang97,
    author = "Yiming Yang and Jan O. Pedersen",
    title = "A comparative study on feature selection in text categorization",
    booktitle = "Proceedings of {ICML}-97, 14th International Conference on Machine Learning",
    publisher = "Morgan Kaufmann Publishers, San Francisco, US",
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    year = "1997",
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@incollection{Kolenda99,
    author          = "T. Kolenda and L.K. Hansen and S. Sigurdsson",
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    title           = "Independent Components in Text",
    booktitle       = "Advances in Independent Component Analysis",
    publisher       = "Springer-Verlag",
    pages           = "229-250",
    year            = "2000",
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    author = "Scott C. Deerwester and Susan T. Dumais and Thomas K. Landauer and George W. Furnas and Richard A. Harshman",
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@INPROCEEDINGS{Jung01,
  AUTHOR =       {Andreas Jung},
  TITLE =        {An introduction to a new data analysis tool: Independent Component Analysis},
  BOOKTITLE =    {Proceedings of Workshop GK "Nonlinearity"},
  YEAR =         {2001},
  address =      {Regensburg},
  month =        {October},
}

@INPROCEEDINGS{Milios2003-2,
  AUTHOR =       "E. Milios and Y. Zhang and B. He and L. Dong",
  TITLE =        "Automatic Term Extraction and Document Similarity in Special Text Corpora",
  BOOKTITLE =    "Proceedings of the 6th Conference of the Pacific Association for Computational Linguistics (PACLing'03)",
  YEAR =         "2003",
  pages =        "275-284",
  address =      "Halifax, Nova Scotia, Canada",
  month =        "August 22-25"
}

@article{Sebastiani02,
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@inproceedings{fuhr91,
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@inproceedings{schutze95,
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@inproceedings{Tzeras93,
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@inproceedings{Dhillon04,
 author = {Arindam Banerjee and Inderjit Dhillon and Joydeep Ghosh and Srujana Merugu and Dharmendra S. Modha},
 title = {A generalized maximum entropy approach to bregman co-clustering and matrix approximation},
 booktitle = {KDD '04: Proceedings of the 2004 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 year = {2004},
 isbn = {1-58113-888-9},
 pages = {509--514},
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@UNPUBLISHED{Lerman1999,
  AUTHOR =       {Kristina Lerman},
  TITLE =        {Document Clustering in Reduced Dimension Vector Space},
  NOTE =         {http://www.isi.edu/$\sim$lerman/papers/papers.html},
  year =         {1999}
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@ARTICLE{Yeung2001,
  AUTHOR =       {K. Yeung and W. Ruzzo},
  TITLE =        {Principal component analysis for clustering gene expression data},
  JOURNAL =      {Bioinformatics},
  YEAR =         {2001},
  volume =       {17},
  number =       {9},
  pages =        {763-774},
  month =        {September}
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@INPROCEEDINGS{Steinbach2000,
  AUTHOR =       {Michael Steinbach and George Karypis and Vipin Kumar},
  TITLE =        {A Comparison of Common Document Clustering Techniques},
  BOOKTITLE =    {KDD Workshop on Text Mining},
  YEAR =         {2000}
}

@INPROCEEDINGS{Beil2002,
  AUTHOR =       {F. Beil and M. Ester and X. Xu},
  TITLE =        {Frequent term-based text clustering},
  BOOKTITLE =    {Proc. 8th Int. Conf. on Knowledge Discovery and Data Mining (KDD)},
  address =      {Edmonton, Alberta},
  YEAR =         {2002}
}

@INPROCEEDINGS{Slonim2000,
  AUTHOR =       {N. Slonim and N. Tishby},
  TITLE =        {Document Clustering Using Word Clusters via the Information Bottleneck Method},
  BOOKTITLE =    {23rd Annual International ACM SIGIR Conference},
  YEAR =         {2000}
}

@INPROCEEDINGS{Dhillon2003,
  AUTHOR =       {I. Dhillon and S. Mallela and D. Modha},
  TITLE =        {Information Theoretic co-clustering},
  BOOKTITLE =    {Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD)},
  YEAR =         {2003},
  month =        {August},
  pages =        {89-98},
  address =      {Washington, DC}
}

@TECHREPORT{LSI-TR,
  AUTHOR =       "Mahdi Shafiei and Singer Wang and Roger Zhang and Evangelos Milios and Bin Tang and Jane Tougas and Ray Spiteri",
  TITLE =        "A Systematic Study of Document Representation and Dimension Reduction for Text Clustering",
  INSTITUTION =  "Faculty of Computer Science, Dalhousie University",
  YEAR =         "2006",
  type =         "Technical Report",
  address =      "Halifax, Canada, http://www.cs.dal.ca/research/techreports/2006/",
  month =        "July",
}
%   number =       "",

@ARTICLE{Halkidi2001,
  AUTHOR =       {M. Halkidi and Y. Batistakis and M. Vazirgiannis},
  TITLE =        {On Clustering Validation Techniques},
  JOURNAL =      {Journal of Intelligent Information Systems,},
  YEAR =         {2001},
  volume =       {17},
  number =       {2/3},
  pages =        {107-145}
}

@INPROCEEDINGS{Xiong2006,
  AUTHOR =       {H. Xiong and J. Wu and J. Chen},
  TITLE =        {Kmeans Clustering versus Validation Measures A Data Distribution Perspective},
  BOOKTITLE =    {KDD},
  YEAR =         {2006},
  month =        {Aug. 20-23},
  address =      {Philadelphia, PA, USA},
  publisher =    {ACM}
}