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AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
Arthur, D. & Vassilvitskii, S. k-means++: the advantages of careful seeding 2007 SODA '07: Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms   inproceedings  
BibTeX:
@inproceedings{1283494,
  author = {Arthur, David and Vassilvitskii, Sergei},
  title = {k-means++: the advantages of careful seeding},
  booktitle = {SODA '07: Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms},
  publisher = {Society for Industrial and Applied Mathematics},
  year = {2007},
  pages = {1027--1035}
}
Bickel, S. & Scheffer, T. Multi--View Clustering 2004 Proceedings of the IEEE International Conference on Data Mining   inproceedings  
BibTeX:
@inproceedings{Bickel&Scheffer04,
  author = {Bickel, S. and Scheffer, T.},
  title = {Multi--View Clustering},
  booktitle = {Proceedings of the IEEE International Conference on Data Mining},
  year = {2004}
}
Savaresi, S. M. & Boley, D. A comparative analysis on the bisecting K-means and the PDDP clustering algorithms. 2004 Intell. Data Anal.   article URL  
BibTeX:
@article{journals/ida/SavaresiB04,
  author = {Savaresi, Sergio M. and Boley, Daniel},
  title = {A comparative analysis on the bisecting K-means and the PDDP clustering algorithms.},
  journal = {Intell. Data Anal.},
  year = {2004},
  volume = {8},
  number = {4},
  pages = {345-362},
  url = {http://www-users.cs.umn.edu/~boley/publications/papers/savaresi04.pdf}
}
Hotho, A., Staab, S. & Stumme, G. Wordnet improves text document clustering 2003 Proc. SIGIR Semantic Web Workshop   inproceedings URL  
BibTeX:
@inproceedings{hotho03wordnet,
  author = {Hotho, A and Staab, S. and Stumme, G.},
  title = {Wordnet improves text document clustering},
  booktitle = {Proc. SIGIR Semantic Web Workshop},
  year = {2003},
  url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2003/hotho2003wordnet.pdf}
}
Zhao, Y. & Karypis, G. Evaluation of hierarchical clustering algorithms for document datasets 2002 CIKM '02: Proceedings of the eleventh international conference on Information and knowledge management   inproceedings DOI  
BibTeX:
@inproceedings{584877,
  author = {Zhao, Ying and Karypis, George},
  title = {Evaluation of hierarchical clustering algorithms for document datasets},
  booktitle = {CIKM '02: Proceedings of the eleventh international conference on Information and knowledge management},
  publisher = {ACM Press},
  year = {2002},
  pages = {515--524},
  doi = {http://doi.acm.org/10.1145/584792.584877}
}
Hotho, A., Maedche, A. & Staab, S. Text Clustering Based on Good Aggregations 2001 ICDM '01: Proceedings of the 2001 IEEE International Conference on Data Mining   inproceedings URL  
BibTeX:
@inproceedings{658040,
  author = {Hotho, Andreas and Maedche, Alexander and Staab, Steffen},
  title = {Text Clustering Based on Good Aggregations},
  booktitle = {ICDM '01: Proceedings of the 2001 IEEE International Conference on Data Mining},
  publisher = {IEEE Computer Society},
  year = {2001},
  pages = {607--608},
  url = {http://portal.acm.org/citation.cfm?id=658040}
}
Wagstaff, K., Cardie, C., Rogers, S. & Schrödl, S. Constrained K-means Clustering with Background Knowledge. 2001 ICML   inproceedings URL  
BibTeX:
@inproceedings{conf/icml/WagstaffCRS01,
  author = {Wagstaff, Kiri and Cardie, Claire and Rogers, Seth and Schrödl, Stefan},
  title = {Constrained K-means Clustering with Background Knowledge.},
  booktitle = {ICML},
  year = {2001},
  pages = {577-584},
  url = {http://www.litech.org/~wkiri/Papers/wagstaff-kmeans-01.pdf}
}
Kirsten, M. & Wrobel, S. Extending K-Means Clustering to First-Order Representations 2000 Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings   inproceedings  
BibTeX:
@inproceedings{kirsten2000relkmeans,
  author = {Kirsten, Mathias and Wrobel, Stefan},
  title = {Extending K-Means Clustering to First-Order Representations},
  booktitle = {Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings},
  publisher = {Springer},
  year = {2000},
  volume = {1866},
  pages = {112-129}
}
Pelleg, D. & Moore, A. $X$-means: Extending $K$-means with Efficient Estimation of the Number of Clusters 2000 Proc. 17th International Conf. on Machine Learning   inproceedings URL  
BibTeX:
@inproceedings{pelleg00xmeans,
  author = {Pelleg, Dan and Moore, Andrew},
  title = {${X}$-means: {E}xtending ${K}$-means with Efficient Estimation of the Number of Clusters},
  booktitle = {Proc. 17th International Conf. on Machine Learning},
  publisher = {Morgan Kaufmann, San Francisco, CA},
  year = {2000},
  pages = {727--734},
  url = {citeseer.nj.nec.com/article/pelleg00xmeans.html}
}
Steinbach, M., Karypis, G. & Kumar, V. A comparison of document clustering techniques 2000 KDD Workshop on Text Mining   inproceedings URL  
BibTeX:
@inproceedings{steinbach00comparison,
  author = {Steinbach, M. and Karypis, G. and Kumar, V.},
  title = {A comparison of document clustering techniques},
  booktitle = {KDD Workshop on Text Mining},
  year = {2000},
  url = {http://citeseer.ist.psu.edu/steinbach00comparison.html}
}
Steinbach, M., Karypis, G. & Kumar, V. A Comparison of Document Clustering Techniques 2000 KDD Workshop on Text Mining   inproceedings  
BibTeX:
@inproceedings{steinbach00,
  author = {Steinbach, M. and Karypis, G. and Kumar, V.},
  title = {A Comparison of Document Clustering Techniques},
  booktitle = {KDD Workshop on Text Mining},
  year = {2000}
}
Pelleg, D. & Moore, A. Accelerating Exact k -means Algorithms with Geometric Reasoning 1999 Knowledge Discovery and Data Mining   inproceedings URL  
BibTeX:
@inproceedings{pelleg99accelerating,
  author = {Pelleg, Dan and Moore, Andrew},
  title = {Accelerating Exact k -means Algorithms with Geometric Reasoning},
  booktitle = {Knowledge Discovery and Data Mining},
  year = {1999},
  pages = {277-281},
  url = {citeseer.nj.nec.com/197730.html}
}
Bradley, P. S. & Fayyad, U. M. Refining initial points for K-Means clustering 1998 Proc. 15th International Conf. on Machine Learning   inproceedings URL  
BibTeX:
@inproceedings{bradley98refining,
  author = {Bradley, Paul S. and Fayyad, Usama M.},
  title = {Refining initial points for {K}-{M}eans clustering},
  booktitle = {Proc. 15th International Conf. on Machine Learning},
  publisher = {Morgan Kaufmann, San Francisco, CA},
  year = {1998},
  pages = {91--99},
  url = {citeseer.nj.nec.com/bradley98refining.html}
}
Hartigan, J. Clustering Algorithms 1975   book  
BibTeX:
@book{hartigan75,
  author = {Hartigan, J.},
  title = {Clustering Algorithms},
  publisher = {John Wiley and Sons, New York},
  year = {1975}
}
MacQueen, J. B. Some Methods for Classification and Analysis of MultiVariate Observations 1967 Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability   inproceedings  
BibTeX:
@inproceedings{MacQueen67,
  author = {MacQueen, J. B.},
  title = {Some Methods for Classification and Analysis of MultiVariate Observations},
  booktitle = {Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability},
  publisher = {University of California Press},
  year = {1967},
  volume = {1},
  pages = {281-297}
}
Ball, G. & Hall, D. ISODATA: A novel method of data analysis and pattern classification 1965   techreport  
BibTeX:
@techreport{ballhall65,
  author = {Ball, G. and Hall, D.},
  title = {ISODATA: A novel method of data analysis and pattern classification},
  year = {1965}
}
Forgy, E. Cluster Analysis of Multivariate Data: Efficiency versus Interpretability of Classification 1965 Biometrics   article  
BibTeX:
@article{forgy65,
  author = {Forgy, E.},
  title = {Cluster Analysis of Multivariate Data: Efficiency versus Interpretability of Classification},
  journal = {Biometrics},
  year = {1965},
  volume = {21},
  number = {3},
  pages = {768-769}
}

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