Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
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Arthur, D. & Vassilvitskii, S. | k-means++: the advantages of careful seeding [BibTeX] |
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} } |
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Bickel, S. & Scheffer, T. | Multi--View Clustering [BibTeX] |
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} } |
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Savaresi, S. M. & Boley, D. | A comparative analysis on the bisecting K-means and the PDDP clustering algorithms. [BibTeX] |
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} } |
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Hotho, A., Staab, S. & Stumme, G. | Wordnet improves text document clustering [BibTeX] |
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} } |
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Zhao, Y. & Karypis, G. | Evaluation of hierarchical clustering algorithms for document datasets [BibTeX] |
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} } |
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Hotho, A., Maedche, A. & Staab, S. | Text Clustering Based on Good Aggregations [BibTeX] |
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} } |
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Wagstaff, K., Cardie, C., Rogers, S. & Schrödl, S. | Constrained K-means Clustering with Background Knowledge. [BibTeX] |
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} } |
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Kirsten, M. & Wrobel, S. | Extending K-Means Clustering to First-Order Representations [BibTeX] |
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} } |
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Pelleg, D. & Moore, A. | $X$-means: Extending $K$-means with Efficient Estimation of the Number of Clusters [BibTeX] |
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} } |
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Steinbach, M., Karypis, G. & Kumar, V. | A comparison of document clustering techniques [BibTeX] |
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} } |
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Steinbach, M., Karypis, G. & Kumar, V. | A Comparison of Document Clustering Techniques [BibTeX] |
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} } |
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Pelleg, D. & Moore, A. | Accelerating Exact k -means Algorithms with Geometric Reasoning [BibTeX] |
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} } |
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Bradley, P. S. & Fayyad, U. M. | Refining initial points for K-Means clustering [BibTeX] |
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} } |
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Hartigan, J. | Clustering Algorithms [BibTeX] |
1975 | book | ||
BibTeX:
@book{hartigan75, author = {Hartigan, J.}, title = {Clustering Algorithms}, publisher = {John Wiley and Sons, New York}, year = {1975} } |
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MacQueen, J. B. | Some Methods for Classification and Analysis of MultiVariate Observations [BibTeX] |
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} } |
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Ball, G. & Hall, D. | ISODATA: A novel method of data analysis and pattern classification [BibTeX] |
1965 | techreport | ||
BibTeX:
@techreport{ballhall65, author = {Ball, G. and Hall, D.}, title = {ISODATA: A novel method of data analysis and pattern classification}, year = {1965} } |
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Forgy, E. | Cluster Analysis of Multivariate Data: Efficiency versus Interpretability of Classification [BibTeX] |
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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