Conference papers

  • F. Nielsen and R. Nock, "On approximating the smallest enclosing Bregman Balls," in SCG ‘06: Proceedings of the twenty-second annual symposium on Computational geometry, New York, NY, USA, 2006, pp. 485-486.
    @inproceedings{bregmanmebapprox06, Address = {New York, NY, USA},
      Author = {Frank Nielsen and Richard Nock},
      Booktitle = {SCG ‘06: Proceedings of the twenty-second annual symposium on Computational geometry},
      Date-Added = {2007-06-23 12:29:14 +0200},
      Date-Modified = {2007-11-14 12:55:59 +0100},
      Doi = {http://doi.acm.org/10.1145/1137856.1137931},
      Isbn = {1-59593-340-9},
      Keywords = {bregman, MEB},
      Location = {Sedona, Arizona, USA},
      Pages = {485–486},
      Publisher = {ACM Press},
      Title = {{On approximating the smallest enclosing Bregman Balls}},
      Url = {http://www.sonycsl.co.jp/person/nielsen/BregmanBall/mm12-nielsen.pdf},
      Year = {2006},
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      Bdsk-Url-1 = {http://www.sonycsl.co.jp/person/nielsen/BregmanBall/mm12-nielsen.pdf},
      Bdsk-Url-2 = {http://doi.acm.org/10.1145/1137856.1137931}
    }
  • R. Nock and F. Nielsen, "Fitting the smallest enclosing Bregman balls," in 16th European Conference on Machine Learning, 2005, pp. 649-656.
    @conference{bregmanmeb05,
      author = {Richard Nock and Frank Nielsen},
      Booktitle = {16th European Conference on Machine Learning},
      Date-Added = {2007-06-23 11:00:19 +0200},
      Date-Modified = {2007-11-14 12:55:32 +0100},
      Keywords = {bregman, MEB},
      Number = {3720},
      Pages = {649–656},
      Publisher = {Springer-Verlag},
      Series = {Lectures Notes on Computer Science Series},
      Title = {{Fitting the smallest enclosing Bregman balls}},
      Url = {http://www.sonycsl.co.jp/person/nielsen/BregmanBall/nn-ecml-05.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://www.sonycsl.co.jp/person/nielsen/BregmanBall/nn-ecml-05.pdf}
    }
  • S. Asharaf, N. M. Murty, and S. K. Shevade, "Multiclass Core Vector Machine," in Proceedings of the 24th Annual International Conference on Machine Learning, 2007.
    @inproceedings{multicvm07,
      author = {S. Asharaf and M. Narasimha Murty and S. K. Shevade},
      Booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning},
      Date-Added = {2007-06-22 21:40:41 +0200},
      Date-Modified = {2007-08-10 14:18:16 +0200},
      Keywords = {SVM, CVM, MEB, SVDD},
      Month = {June},
      Title = {Multiclass Core Vector Machine},
      Url = {http://www.machinelearning.org/proceedings/icml2007/papers/29.pdf},
      Year = {2007},
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      Bdsk-Url-1 = {http://www.machinelearning.org/proceedings/icml2007/papers/29.pdf}
    }
  • F. Camastra, "Kernel Methods for Clustering," in Proceedings of 16th Workshop of Italian Neural Network Society (WIRN05), Vietri sul Mare, Italy, 2005.
    @inproceedings{kermethodsclustering06, Address = {Vietri sul Mare, Italy},
      Author = {Francesco Camastra},
      Booktitle = {Proceedings of 16th Workshop of Italian Neural Network Society (WIRN05)},
      Date-Added = {2007-06-19 22:06:10 +0200},
      Date-Modified = {2007-08-10 14:18:27 +0200},
      Keywords = {svm, clustering, kernel machines},
      Month = {June},
      Publisher = {Springer-Verlag},
      Series = {Lectures Notes on Computer Science Series},
      Title = {Kernel Methods for Clustering},
      Url = {ftp://ftp.disi.unige.it/person/CamastraF/wirn05.pdf},
      Year = {2005},
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    }
  • B. Long, Z. (. Zhang, and P. S. Yu, "Co-clustering by Block Value Decomposition," in Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, New York, NY, USA, 2005, pp. 635-640.
    @inproceedings{coclusteringblockvalue05, Address = {New York, NY, USA},
      Author = {Bo Long and Zhongfei (Mark) Zhang and Philip S. Yu},
      Booktitle = {Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining},
      Date-Added = {2007-06-19 19:33:37 +0200},
      Date-Modified = {2007-08-11 08:40:28 +0200},
      Doi = {http://doi.acm.org/10.1145/1081870.1081949},
      Isbn = {1-59593-135-X},
      Keywords = {co-clustering},
      Location = {Chicago, Illinois, USA},
      Pages = {635–640},
      Publisher = {ACM Press},
      Title = {Co-clustering by Block Value Decomposition},
      Url = {http://www.fortune.binghamton.edu/publications/kdd05finalv2.pdf},
      Year = {2005},
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      Bdsk-Url-2 = {http://doi.acm.org/10.1145/1081870.1081949}
    }
  • A. Banerjee, S. Merugu, I. S. Dhillon, and J. Ghosh, "Clustering with Bregman Divergences," in Proceedings of the Fourth SIAM International Conference on Data Mining, 2004, pp. 234-245.
    @inproceedings{bregmanclusteringbrief,
      author = {A. Banerjee and S. Merugu and I. S. Dhillon and J. Ghosh},
      Booktitle = {Proceedings of the Fourth SIAM International Conference on Data Mining},
      Date-Added = {2007-06-19 19:25:46 +0200},
      Date-Modified = {2007-11-14 12:55:45 +0100},
      Keywords = {bregman, clustering},
      Month = {April},
      Pages = {234–245},
      Title = {{Clustering with Bregman Divergences}},
      Url = {http://www.cs.utexas.edu/users/inderjit/public_papers/sdm-breg.pdf},
      Year = {2004},
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    }
  • J. Wang, P. Neskovic, and L. N. Cooper, "A Minimum Sphere Covering Approach to Pattern Classification," in ICPR ‘06: Proceedings of the 18th International Conference on Pattern Recognition, Washington, DC, USA, 2006, pp. 433-436.
    @inproceedings{minspherecovering, Address = {Washington, DC, USA},
      Author = {Jigang Wang and Predrag Neskovic and Leon N. Cooper},
      Booktitle = {ICPR ‘06: Proceedings of the 18th International Conference on Pattern Recognition},
      Date-Added = {2007-06-19 19:18:45 +0200},
      Date-Modified = {2007-06-23 23:00:33 +0200},
      Keywords = {SVM, MEB, SVDD},
      Pages = {433–436},
      Publisher = {IEEE Computer Society},
      Title = {A Minimum Sphere Covering Approach to Pattern Classification},
      Url = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.102},
      Year = {2006},
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      Bdsk-Url-1 = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.102}
    }
  • I. W. Tsang, A. Kocsor, and J. T. Kwok, "Simpler core vector machines with enclosing balls," in Twenty-Fourth International Conference on Machine Learning (ICML), Corvallis, Oregon, USA, 2007.
    @conference{ball-cvm07, Address = {Corvallis, Oregon, USA},
      Author = {Ivor W. Tsang and Andras Kocsor and James T. Kwok},
      Booktitle = {Twenty-Fourth International Conference on Machine Learning (ICML)},
      Date-Added = {2007-06-19 19:09:01 +0200},
      Date-Modified = {2007-06-23 08:23:16 +0200},
      Keywords = {SVM, CVM, MEB, SVDD},
      Month = {June},
      Title = {Simpler core vector machines with enclosing balls},
      Url = {http://www.machinelearning.org/proceedings/icml2007/papers/285.pdf},
      Year = {2007},
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      Bdsk-Url-1 = {http://www.machinelearning.org/proceedings/icml2007/papers/285.pdf}
    }
  • J. R. Vennam and S. Vadapalli, "SynDECA: A Tool to Generate Synthetic Datasets for Evaluation of Clustering Algorithms," in 11th International Conference on Management of Data (COMAD 2005), Goa, India, 2005.
    @conference{syndeca2005, Address = {Goa, India},
      Author = {Jhansi Rani Vennam and Soujanya Vadapalli},
      Booktitle = {11th International Conference on Management of Data (COMAD 2005)},
      Date-Added = {2007-06-18 16:18:49 +0200},
      Date-Modified = {2007-07-03 18:34:02 +0200},
      Keywords = {clustering, tool, synthetic, dataset, generator},
      Month = {January},
      Organization = {http://cde.iiit.ac.in/syndeca},
      Title = {SynDECA: A Tool to Generate Synthetic Datasets for Evaluation of Clustering Algorithms},
      Url = {http://comad2005.persistent.co.in/COMAD2005Proc/pages027-036.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://comad2005.persistent.co.in/COMAD2005Proc/pages027-036.pdf}
    }
  • A. Caponnetto, L. Rosasco, F. Odone, and A. Verri, "Support Vectors Algorithms as Regularization Networks," in Proceedings of 13th European Symposium on Artificial Neural Network, 2005.
    @inproceedings{svregnet2005,
      author = {Andrea Caponnetto and Lorenzo Rosasco and Francesca Odone and Alessandro Verri},
      Booktitle = {Proceedings of 13th European Symposium on Artificial Neural Network},
      Date-Added = {2007-06-14 11:00:25 +0200},
      Date-Modified = {2007-06-23 23:01:02 +0200},
      Keywords = {SVM, regularization networks},
      Title = {Support Vectors Algorithms as Regularization Networks},
      Url = {https://www.disi.unige.it/person/CaponnettoA/pub_files/nssvm_esann05(CP2).pdf},
      Year = {2005},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {https://www.disi.unige.it/person/CaponnettoA/pub_files/nssvm_esann05(CP2).pdf}
    }
  • A. Banerjee, X. Guo, and H. Wang, "Optimal Bregman Prediction and Jensen’s Equality," in Proceedings of the International Symposium on Information Theory (ISIT’04), 2004, p. 169.
    @inproceedings{bregmanprediction,
      author = {A. Banerjee and X. Guo and H. Wang},
      Booktitle = {Proceedings of the International Symposium on Information Theory (ISIT’04)},
      Date-Added = {2007-06-14 10:38:33 +0200},
      Date-Modified = {2007-11-14 12:55:39 +0100},
      Keywords = {bregman, missing values, prediction},
      Month = {June},
      Pages = {169},
      Title = {{Optimal Bregman Prediction and Jensen’s Equality}},
      Url = {http://www.lans.ece.utexas.edu/~abanerjee/papers/04/isit04.pdf},
      Year = {2004},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {http://www.lans.ece.utexas.edu/~abanerjee/papers/04/isit04.pdf}
    }
  • A. Banerjee, C. Krumpelman, J. Ghosh, S. Basu, and R. J. Mooney, "Model-based overlapping clustering," in KDD ‘05: Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, New York, NY, USA, 2005, pp. 532-537.
    @inproceedings{1081932, Address = {New York, NY, USA},
      Author = {Arindam Banerjee and Chase Krumpelman and Joydeep Ghosh and Sugato Basu and Raymond J. Mooney},
      Booktitle = {KDD ‘05: Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining},
      Date-Added = {2007-07-12 10:31:06 +0200},
      Date-Modified = {2007-07-12 10:37:20 +0200},
      Doi = {http://doi.acm.org/10.1145/1081870.1081932},
      Isbn = {1-59593-135-X},
      Keywords = {bregman, co-clustering, overlapping, soft clustering, clustering},
      Location = {Chicago, Illinois, USA},
      Pages = {532–537},
      Publisher = {ACM Press},
      Title = {Model-based overlapping clustering},
      Url = {http://www.cs.utexas.edu/users/ml/papers/moc-submitted-05.pdf},
      Year = {2005},
      Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGBwpZJGFyY2hpdmVyWCR2ZXJzaW9uVCR0b3BYJG9iamVjdHNfEA9OU0tleWVkQXJjaGl2ZXISAAGGoNEICVRyb290gAGoCwwXGBkaHiVVJG51bGzTDQ4PEBMWWk5TLm9iamVjdHNXTlMua2V5c1YkY2xhc3OiERKABIAFohQVgAKAA4AHXHJlbGF0aXZlUGF0aFlhbGlhc0RhdGFfED8uLi8uLi8uLi9QYXBlcnMvQmFuZXJqZWUvTW9kZWwtYmFzZWQgb3ZlcmxhcHBpbmcgY2×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},
      Bdsk-Url-1 = {http://www.cs.utexas.edu/users/ml/papers/moc-submitted-05.pdf},
      Bdsk-Url-2 = {http://doi.acm.org/10.1145/1081870.1081932}
    }
  • N. Ancona, R. Maglietta, and E. Stella, "On Sparsity of Data Representation in Support Vector Machines," in Signal and Image Processing, Via Amendola 122/D-I - 70126 Bari, Italy, 2004.
    @inproceedings{sparsedatasvm04, Address = {Via Amendola 122/D-I - 70126 Bari, Italy},
      Author = {Nicola Ancona and Rosalia Maglietta and Ettore Stella},
      Booktitle = {Signal and Image Processing},
      Date-Added = {2007-05-30 16:20:40 +0200},
      Date-Modified = {2007-06-19 15:00:27 +0200},
      Keywords = {svm, sparse data},
      Organization = {Istituto di Studi sui Sistemi Intelligenti per l’Automazione - C.N.R.},
      Title = {On Sparsity of Data Representation in Support Vector Machines},
      Url = {http://www.issia.cnr.it/htdocs%20nuovo/prodotti/articoli/maglietta/sip.pdf},
      Volume = {444},
      Year = {2004},
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      Bdsk-Url-1 = {http://www.issia.cnr.it/htdocs%20nuovo/prodotti/articoli/maglietta/sip.pdf}
    }
  • I. S. Dhillon and Y. Guan, "Information Theoretic Clustering of Sparse Co-Occurrence Data," in Proceedings of The Third IEEE International Conference on Data Mining, 2003, pp. 517-520.
    @inproceedings{sparsedata03dhillon,
      author = {I.S. Dhillon and Y. Guan},
      Booktitle = {Proceedings of The Third IEEE International Conference on Data Mining},
      Date-Added = {2007-05-23 10:38:02 +0200},
      Date-Modified = {2007-06-19 14:57:59 +0200},
      Keywords = {clustering, co-clustering, sparse data, missing values},
      Month = {November},
      Pages = {517–520},
      Title = {Information Theoretic Clustering of Sparse Co-Occurrence Data},
      Url = {http://www.cs.utexas.edu/users/inderjit/public_papers/itc_ieee.pdf},
      Year = {2003},
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    }
  • A. B. Tchagang and A. H. Tewfik, "Robust biclustering algorithm (ROBA) for DNA microarray data analysis," in 13th IEEE Workshop on Statistical Signal Processing, 2005, pp. 984-989.
    @conference{roba2005,
      author = {Alan B. Tchagang and Ahmed H. Tewfik},
      Booktitle = {13th IEEE Workshop on Statistical Signal Processing},
      Date-Added = {2007-05-10 13:07:21 +0200},
      Date-Modified = {2007-07-15 11:14:28 +0200},
      Keywords = {co-clustering, bioinformatics, missing values},
      Pages = {984–989},
      Title = {Robust biclustering algorithm ({ROBA}) for {DNA} microarray data analysis},
      Url = {http://ieeexplore.ieee.org/iel5/10843/34164/01628738.pdf},
      Year = {2005},
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    }
  • Y. Cheng and G. M. Church, "Biclustering of Expression Data," in Intelligent Systems for Molecular Biology, 2000, pp. 93-103.
    @inproceedings{cheng-biclustering00,
      author = {Yizong Cheng and George M. Church},
      Booktitle = {Intelligent Systems for Molecular Biology},
      Date-Added = {2007-05-09 22:25:18 +0200},
      Date-Modified = {2007-06-29 08:47:17 +0200},
      Keywords = {clustering, co-clustering, bioinformatics, biclustering},
      Pages = {93–103},
      Publisher = {AAAI Press},
      Title = {Biclustering of Expression Data},
      Url = {http://citeseer.ist.psu.edu/cheng00biclustering.html},
      Year = {2000},
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  • M. Shafiei and E. Milios, "Model-based Overlapping Co-Clustering," in Proceedings of the Fourth Workshop on Text Mining, Sixth SIAM International Conference on Data Mining, Bethesda, Maryland, 2006.
    @inproceedings{shafiei-SIAM-Text-Mining-2006, Address = {Bethesda, Maryland},
      Author = {Mahdi Shafiei and Evangelos Milios},
      Booktitle = {Proceedings of the Fourth Workshop on Text Mining, Sixth SIAM International Conference on Data Mining},
      Date-Added = {2007-07-12 10:36:07 +0200},
      Date-Modified = {2007-11-14 12:56:12 +0100},
      Keywords = {bregman, co-clustering, overlapping, clustering, soft clustering},
      Month = {April 22},
      Title = {{Model-based Overlapping Co-Clustering}},
      Url = {http://users.cs.dal.ca/%7Eeem/cvWeb/pubs/shafiei-SIAM-Text-Mining-2006.pdf},
      Year = {2006},
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    }
  • J. Wang, P. Neskovic, and L. N. Cooper, "Pattern Classification Based on Minimum Bounding Spheres," in International Conference on Intelligent Computing, 2005, pp. 1969-1978.
    @inproceedings{icic05,
      author = {Jigang Wang and Predrag Neskovic and Leon N. Cooper},
      Booktitle = {International Conference on Intelligent Computing},
      Date-Added = {2007-05-07 13:10:15 +0200},
      Date-Modified = {2007-06-19 18:44:37 +0200},
      Keywords = {svm},
      Pages = {1969–1978},
      Title = {Pattern Classification Based on Minimum Bounding Spheres},
      Url = {http://www.physics.brown.edu/physics/userpages/faculty/Predrag_Neskovic/Publications/icic05-mbs.PDF},
      Year = {2005},
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      Bdsk-Url-1 = {http://www.physics.brown.edu/physics/userpages/faculty/Predrag_Neskovic/Publications/icic05-mbs.PDF}
    }
  • B. Schölkopf, C. Burges, and V. Vapnik, "Extracting support data for a given task," in First International Conference on Knowledge Discovery & Data Mining, Menlo Park, 1995.
    @inproceedings{sch95extracting, Address = {Menlo Park},
      Author = {B. Sch”olkopf and C. Burges and V. Vapnik},
      Booktitle = {First International Conference on Knowledge Discovery & Data Mining},
      Date-Added = {2007-05-07 12:59:25 +0200},
      Date-Modified = {2007-06-19 11:32:17 +0200},
      Editor = {U. M. Fayyad and R. Uthurusamy},
      Keywords = {svm},
      Publisher = {AAAI Press},
      Title = {Extracting support data for a given task},
      Url = {http://citeseer.ist.psu.edu/sch95extracting.html},
      Year = {1995},
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      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/sch95extracting.html}
    }
  • D. M. J. Tax and R. P. W. Duin, "Data Domain Description using Support Vectors," in European Symposium on Artificial Neural Network, Bruges (Belgium), 1999, pp. 251-256.
    @inproceedings{es1999, Address = {Bruges (Belgium)},
      Author = {David M. J. Tax and Robert P. W. Duin},
      Booktitle = {European Symposium on Artificial Neural Network},
      Date-Added = {2007-05-07 12:55:54 +0200},
      Date-Modified = {2007-06-23 08:24:18 +0200},
      Keywords = {SVM, domain description, SVDD, novelty detection, one-class},
      Month = {April},
      Pages = {251–256},
      Title = {Data Domain Description using Support Vectors},
      Url = {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es1999-458.pdf},
      Year = {1999},
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      Bdsk-Url-1 = {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es1999-458.pdf}
    }
  • T. Ban and S. Abe, "Spatially chunking support vector clustering algorithm," in Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, 2004.
    @inproceedings{spatiallychunksvc2004,
      author = {Tao Ban and Shigeo Abe},
      Booktitle = {Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on},
      Date-Added = {2007-05-07 00:24:59 +0200},
      Date-Modified = {2007-06-19 15:01:19 +0200},
      Keywords = {SVM, clustering},
      Title = {Spatially chunking support vector clustering algorithm},
      Url = {http://ieeexplore.ieee.org/iel5/9486/30096/01379941.pdf},
      Volume = {1},
      Year = {2004},
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      Bdsk-Url-1 = {http://ieeexplore.ieee.org/iel5/9486/30096/01379941.pdf}
    }
  • S. Lee and K. M. Daniels, "Gaussian Kernel Width Generator for Support Vector Clustering," in Advances in Bioinformatics and Its Applications, 2005, pp. 151-162.
    @inproceedings{gauskergenerator2004,
      author = {Sei-Hyung Lee and Karen M. Daniels},
      Booktitle = {Advances in Bioinformatics and Its Applications},
      Date-Added = {2007-10-23 17:21:17 +0200},
      Date-Modified = {2007-10-23 17:21:17 +0200},
      Editor = {Matthew He and Giri Narasimhan and Sergei Petoukhov},
      Keywords = {SVM, clustering, gaussian kernel},
      Pages = {151–162},
      Title = {Gaussian Kernel Width Generator for Support Vector Clustering},
      Url = {http://www.cs.uml.edu/~kdaniels/papers/ICBA.pdf},
      Volume = {8},
      Year = {2005},
      Bdsk-Url-1 = {http://www.cs.uml.edu/~kdaniels/papers/ICBA.pdf}
    }
  • S. Lee and K. M. Daniels, "Cone Cluster Labeling for Support Vector Clustering," in Proceedings of 6th SIAM Conference on Data Mining, 2006, pp. 484-488.
    @inproceedings{cone2006,
      author = {Sei-Hyung Lee and Karen M. Daniels},
      Booktitle = {Proceedings of 6th SIAM Conference on Data Mining},
      Date-Added = {2007-04-29 16:58:13 +0200},
      Date-Modified = {2007-06-19 18:52:22 +0200},
      Keywords = {SVM, clustering},
      Month = {May},
      Pages = {484–488},
      Title = {Cone Cluster Labeling for Support Vector Clustering},
      Url = {http://www.siam.org/meetings/sdm06/proceedings/046lees.pdf},
      Year = {2006},
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      Bdsk-Url-1 = {http://www.siam.org/meetings/sdm06/proceedings/046lees.pdf}
    }
  • B. Schölkopf, R. C. Williamson, A. J. Smola, J. Shawe-Taylor, and J. Platt, "Support Vector Method for Novelty Detection," in Advances in Neural Information Processing Systems 12: Proceedings of the 1999 Conference, 2000.
    @inproceedings{scholkopf2000,
      author = {B. Sch”olkopf and R.C. Williamson and A.J. Smola and J. Shawe-Taylor and J. Platt},
      Booktitle = {Advances in Neural Information Processing Systems 12: Proceedings of the 1999 Conference},
      Date-Added = {2007-04-29 16:39:57 +0200},
      Date-Modified = {2007-08-10 14:18:50 +0200},
      Keywords = {SVM, clustering, SMO, one-class, novelty detection},
      Title = {Support Vector Method for Novelty Detection},
      Url = {http://axiom.anu.edu.au/~williams/papers/P126.pdf},
      Year = {2000},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {http://axiom.anu.edu.au/~williams/papers/P126.pdf}
    }
  • B. Ribeiro, "On data based learning using support vector clustering," in Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP ‘02., 2002, pp. 2516-2521.
    @inproceedings{ribeirosvc2002,
      author = {B. Ribeiro},
      Booktitle = {Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP ‘02.},
      Date-Added = {2007-06-30 19:56:17 +0200},
      Date-Modified = {2007-08-10 14:17:43 +0200},
      Keywords = {clustering, SVM},
      Month = {November},
      Pages = {2516–2521},
      Title = {On data based learning using support vector clustering},
      Url = {http://ieeexplore.ieee.org/iel5/8534/27060/01201948.pdf?tp=&isnumber=&arnumber=1201948},
      Volume = {5},
      Year = {2002},
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      Bdsk-Url-1 = {http://ieeexplore.ieee.org/iel5/8534/27060/01201948.pdf?tp=&isnumber=&arnumber=1201948}
    }
  • D. Wang, L. Shi, D. S. Yeung, P. Heng, T. Wong, and E. C. C. Tsang, "Support Vector Clustering for Brain Activation Detection," in Proceedings of the 8th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2005), Palm Springs, California, USA, 2005, pp. 572-579.
    @inproceedings{svcbrain2005, Address = {Palm Springs, California, USA},
      Author = {D. Wang and L. Shi and Daniel S. Yeung and Pheng-Ann Heng and Tien-Tsin Wong and Eric C. C. Tsang},
      Booktitle = {Proceedings of the 8th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2005)},
      Date-Added = {2007-04-29 11:17:39 +0200},
      Date-Modified = {2007-06-19 18:48:17 +0200},
      Keywords = {svm, clustering},
      Month = {July},
      Pages = {572–579},
      Title = {Support Vector Clustering for Brain Activation Detection},
      Url = {http://appsrv.cse.cuhk.edu.hk/~vrcentre/pub/download/miccai_lshi.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://appsrv.cse.cuhk.edu.hk/~vrcentre/pub/download/miccai_lshi.pdf}
    }
  • J. Yang, V. Estivill-Castro, and S. K. Chalup, "Support vector clustering through proximity graph modelling," in Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP ‘02., 2002, pp. 898-903.
    @inproceedings{svcgraph2002,
      author = {Jianhua Yang and Vladimir Estivill-Castro and Stephan K. Chalup},
      Booktitle = {Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP ‘02.},
      Date-Added = {2007-04-29 11:13:37 +0200},
      Date-Modified = {2007-06-20 11:59:15 +0200},
      Keywords = {clustering, SVM, graphs},
      Month = {November},
      Pages = {898–903},
      Title = {Support vector clustering through proximity graph modelling},
      Url = {http://ieeexplore.ieee.org/iel5/8534/26965/01198191.pdf},
      Volume = {2},
      Year = {2002},
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  • A. Ben-Hur, D. Horn, H. T. Siegelmann, and V. Vapnik, "A Support Vector Method for Hierarchical Clustering," in Fourteenth Annual Conference on Neural Information Processing Systems, Denver, Colorado, 2000.
    @inproceedings{svch, Address = {Denver, Colorado},
      Author = {A. Ben-Hur and D. Horn and H.T. Siegelmann and V. Vapnik},
      Booktitle = {Fourteenth Annual Conference on Neural Information Processing Systems},
      Date-Added = {2007-04-27 22:27:50 +0200},
      Date-Modified = {2007-06-19 14:42:20 +0200},
      Keywords = {clustering, SVM, hierarchical},
      Month = {November},
      Title = {A Support Vector Method for Hierarchical Clustering},
      Url = {http://citeseer.ist.psu.edu/304566.html},
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  • D. Anguita, S. Ridella, F. Rivieccio, and R. Zunino, "Unsupervised clustering and the capacity of support vector machines," in Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, 2004, pp. 2023-2028.
    @inproceedings{svmcapacityclustering,
      author = {D. Anguita and S. Ridella and F. Rivieccio and R. Zunino},
      Booktitle = {Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on},
      Date-Added = {2007-04-21 22:23:15 +0200},
      Date-Modified = {2007-06-19 15:17:00 +0200},
      Keywords = {clustering, SVM},
      Pages = {2023–2028},
      Title = {Unsupervised clustering and the capacity of support vector machines},
      Url = {http://ieeexplore.ieee.org/Xplore/login.jsp?url=/iel5/9486/30107/01380926.pdf},
      Volume = {3},
      Year = {2004},
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      Bdsk-Url-1 = {http://ieeexplore.ieee.org/Xplore/login.jsp?url=/iel5/9486/30107/01380926.pdf}
    }
  • A. Ben-Hur, D. Horn, H. T. Siegelmann, and V. Vapnik, "A Support Vector Method for Clustering," in Neural Information Processing Systems, 2000, pp. 367-373.
    @inproceedings{benhur00support,
      author = {Asa Ben-Hur and David Horn and Hava T. Siegelmann and Vladimir Vapnik},
      Booktitle = {Neural Information Processing Systems},
      Date-Added = {2007-04-21 22:18:17 +0200},
      Date-Modified = {2007-06-19 13:08:22 +0200},
      Keywords = {clustering, SVM},
      Pages = {367-373},
      Title = {A Support Vector Method for Clustering},
      Url = {http://ieeexplore.ieee.org/iel5/7237/19583/00906177.pdf},
      Year = {2000},
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  • A. Banerjee, I. Dhillon, J. Ghosh, S. Merugu, and D. Modha, "A generalized Maximum Entropy approach to Bregman co-clustering and matrix approximation," in Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD), 2004, pp. 509-514.
    @inproceedings{banerjee04generalizedkdd,
      author = {A. Banerjee and I. Dhillon and J. Ghosh and S. Merugu and D. Modha},
      Booktitle = {Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD)},
      Date-Added = {2007-04-16 10:48:17 +0200},
      Date-Modified = {2007-07-15 11:15:39 +0200},
      Keywords = {clustering, co-clustering, bregman, sparse data, missing values},
      Month = {August},
      Pages = {509–514},
      Title = {A generalized {Maximum Entropy} approach to {Bregman} co-clustering and matrix approximation},
      Url = {http://citeseer.ist.psu.edu/banerjee04generalized.html},
      Year = {2004},
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      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/banerjee04generalized.html}
    }
  • H. Cho, I. Dhillon, Y. Guan, and S. Sra, "Minimum sum squared residue co-clustering of gene expression data," in Proceedings of the Fourth SIAM International Conference on Data Mining, 2004, pp. 114-125.
    @inproceedings{cho04minimum,
      author = {H. Cho and I. Dhillon and Y. Guan and S. Sra},
      Booktitle = {Proceedings of the Fourth SIAM International Conference on Data Mining},
      Date-Added = {2007-04-12 11:30:35 +0200},
      Date-Modified = {2007-06-19 15:14:55 +0200},
      Keywords = {clustering, co-clustering, bioinformatics},
      Month = {April},
      Pages = {114–125},
      Title = {Minimum sum squared residue co-clustering of gene expression data},
      Url = {http://www.cs.utexas.edu/users/inderjit/public_papers/mssrcc_siam.pdf},
      Year = {2004},
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      Bdsk-Url-1 = {http://www.cs.utexas.edu/users/inderjit/public_papers/mssrcc_siam.pdf}
    }
  • I. S. Dhillon, "Co-clustering documents and words using bipartite spectral graph partitioning," in Knowledge Discovery and Data Mining, 2001, pp. 269-274.
    @inproceedings{dhillon01coclustering,
      author = {Inderjit S. Dhillon},
      Booktitle = {Knowledge Discovery and Data Mining},
      Date-Modified = {2007-06-19 14:43:17 +0200},
      Keywords = {co-clustering, graphs, text mining},
      Pages = {269-274},
      Title = {Co-clustering documents and words using bipartite spectral graph partitioning},
      Url = {http://www.cs.utexas.edu/users/inderjit/public_papers/kdd_bipartite.pdf},
      Year = {2001},
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      Bdsk-Url-1 = {http://www.cs.utexas.edu/users/inderjit/public_papers/kdd_bipartite.pdf}
    }
  • I. S. Dhillon, S. Mallela, and D. S. Modha, "Information-Theoretic Co-Clustering," in Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003), 2003, pp. 89-98.
    @inproceedings{dhillon:mallela:modha:03,
      author = {I. S. Dhillon and S. Mallela and D. S. Modha},
      Booktitle = {Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ({KDD}-2003)},
      Date-Modified = {2007-07-14 15:32:35 +0200},
      Keywords = {clustering, co-clustering, relative entropy},
      Pages = {89–98},
      Title = {Information-Theoretic Co-Clustering},
      Url = {http://www.cs.utexas.edu/users/inderjit/public_papers/kdd_cocluster.pdf},
      Year = {2003},
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      Bdsk-Url-1 = {http://www.cs.utexas.edu/users/inderjit/public_papers/kdd_cocluster.pdf}
    }
  • W. J. Puma-Villanueva, G. B. Bezerra, C. A. M. Lima, and F. V. J. Zuben, "Improving Support Vector Clustering with Ensembles," in Internation Joint Conference on Neural Networks, Montreal, Quebec, CANADA, 2005, pp. 13-15.
    @conference{svcensembles2005, Address = {Montreal, Quebec, CANADA},
      Author = {Wilfredo J. Puma-Villanueva and George B. Bezerra and Clodoaldo A. M. Lima and Fernando J. Von Zuben},
      Booktitle = {Internation Joint Conference on Neural Networks},
      Date-Added = {2007-06-24 08:37:46 +0200},
      Date-Modified = {2007-06-24 08:41:38 +0200},
      Keywords = {SVM, clustering},
      Pages = {13–15},
      Title = {Improving Support Vector Clustering with Ensembles},
      Url = {http://openmap.bbn.com/~thussain/NeuralIntegration/Puma_Villanueva_etal.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://openmap.bbn.com/~thussain/NeuralIntegration/Puma_Villanueva_etal.pdf}
    }
  • J. Yang, H. Wang, W. Wang, and P. Yu, "Enhanced biclustering on expression data," in Proceedings of the 3rd IEEE Conference on Bioinformatics and Bioengineering (BIBE), 2003, pp. 321-327.
    @inproceedings{yang03enhanced,
      author = {J. Yang and H. Wang and W. Wang and P. Yu},
      Booktitle = {Proceedings of the 3rd IEEE Conference on Bioinformatics and Bioengineering (BIBE)},
      Date-Added = {2007-06-29 08:47:43 +0200},
      Date-Modified = {2007-08-10 14:18:00 +0200},
      Keywords = {clustering, co-clustering, bioinformatics, biclustering},
      Pages = {321–327},
      Title = {Enhanced biclustering on expression data},
      Url = {http://citeseer.ist.psu.edu/yang03enhanced.html},
      Year = {2003},
      Bdsk-File-1 = {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×1c3RlcmluZyBvbiBleHByZXNzaW9uIGRhdGEucGRmAAATABIvVm9sdW1lcy9Eb2N1bWVudHMAFQACABf//wAAgAbSHyAhIlgkY2xhc3Nlc1okY2xhc3NuYW1loyIjJF1OU011dGFibGVEYXRhVk5TRGF0YVhOU09iamVjdNIfICYnoickXE5TRGljdGlvbmFyeQAIABEAGwAkACkAMgBEAEkATABRAFMAXABiAGkAdAB8AIMAhgCIAIoAjQCPAJEAkwCgAKoA7gDzAPsDDwMRAxYDHwMqAy4DPANDA0wDUQNUAAAAAAAAAgEAAAAAAAAAKAAAAAAAAAAAAAAAAAAAA2E=},
      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/yang03enhanced.html}
    }
  • T. George and S. Merugu, "A Scalable Collaborative Filtering Framework Based on Co-Clustering," in ICDM ‘05: Proceedings of the Fifth IEEE International Conference on Data Mining, Washington, DC, USA, 2005, pp. 625-628.
    @inproceedings{filteringbregman05, Address = {Washington, DC, USA},
      Author = {Thomas George and Srujana Merugu},
      Booktitle = {ICDM ‘05: Proceedings of the Fifth IEEE International Conference on Data Mining},
      Date-Added = {2007-06-29 00:26:44 +0200},
      Date-Modified = {2007-11-14 12:55:09 +0100},
      Doi = {http://dx.doi.org/10.1109/ICDM.2005.14},
      Isbn = {0-7695-2278-5},
      Keywords = {bregman, co-clustering, collaborative filter, clustering, missing values prediction},
      Pages = {625–628},
      Publisher = {IEEE Computer Society},
      Title = {{A Scalable Collaborative Filtering Framework Based on Co-Clustering}},
      Url = {http://hercules.ece.utexas.edu/~srujana/papers/icdm05.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://hercules.ece.utexas.edu/~srujana/papers/icdm05.pdf},
      Bdsk-Url-2 = {http://dx.doi.org/10.1109/ICDM.2005.14}
    }
  • O. Z. R. i, A. Foss, C. Lee, and W. Wang, "On Data Clustering Analysis: Scalability, Constraints, and Validation," in PAKDD ‘02: Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, London, UK, 2002, pp. 28-39.
    @inproceedings{693799, Address = {London, UK},
      Author = {Osmar R. Za”{i}ane and Andrew Foss and Chi-Hoon Lee and Weinan Wang},
      Booktitle = {PAKDD ‘02: Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining},
      Date-Added = {2007-07-19 19:28:19 +0200},
      Date-Modified = {2007-07-19 19:29:11 +0200},
      Isbn = {3-540-43704-5},
      Keywords = {clustering, analysis, validation, evaluation},
      Pages = {28–39},
      Publisher = {Springer-Verlag},
      Title = {On Data Clustering Analysis: Scalability, Constraints, and Validation},
      Url = {http://www.cs.ualberta.ca/~zaiane/postscript/pakddZaiane.pdf},
      Year = {2002},
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      Bdsk-Url-1 = {http://www.cs.ualberta.ca/~zaiane/postscript/pakddZaiane.pdf}
    }
  • E. Gokcay and J. Principe, "A new clustering evaluation function using Renyi’s information potential," in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2000, pp. 3490-3493.
    @inproceedings{gokcay00new,
      author = {E. Gokcay and J. Principe},
      Booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing},
      Date-Added = {2007-07-18 22:05:09 +0200},
      Date-Modified = {2007-07-31 13:41:57 +0200},
      Keywords = {clustering, evaluation, information theory, Renyiapos},
      Pages = {3490–3493},
      Title = {A new clustering evaluation function using {Renyi}’s information potential},
      Url = {http://citeseer.ist.psu.edu/gokcay00new.html},
      Volume = {6},
      Year = {2000},
      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/gokcay00new.html}
    }
  • S. Guha, R. Rastogi, and K. Shim, "CURE: an efficient clustering algorithm for large databases," in Proceedings of the ACM SIGKDD Conference, Seattle, WA, 1998, pp. 73-84.
    @inproceedings{guha98cure, Address = {Seattle, WA},
      Author = {Sudipto Guha and Rajeev Rastogi and Kyuseok Shim},
      Booktitle = {Proceedings of the ACM SIGKDD Conference},
      Date-Added = {2007-07-14 18:41:01 +0200},
      Date-Modified = {2007-07-14 18:43:24 +0200},
      Keywords = {hierarchical, clustering, arbitrary shapes},
      Pages = {73–84},
      Title = {{CURE}: an efficient clustering algorithm for large databases},
      Url = {http://citeseer.ist.psu.edu/guha98cure.html},
      Year = {1998},
      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/guha98cure.html}
    }
  • M. Ester, H. Kriegel, J. Sander, and X. Xu, "A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise," in Second International Conference on Knowledge Discovery and Data Mining, Portland, Oregon, 1996, pp. 226-231.
    @inproceedings{ester96densitybased, Address = {Portland, Oregon},
      Author = {Martin Ester and Hans-Peter Kriegel and Jorg Sander and Xiaowei Xu},
      Booktitle = {Second International Conference on Knowledge Discovery and Data Mining},
      Date-Added = {2007-07-24 19:15:36 +0200},
      Date-Modified = {2007-07-24 19:16:03 +0200},
      Editor = {Evangelos Simoudis and Jiawei Han and Usama Fayyad},
      Keywords = {clustering, density},
      Pages = {226–231},
      Publisher = {{AAAI} Press},
      Title = {A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise},
      Url = {http://citeseer.ist.psu.edu/chu02incremental.html},
      Year = {1996},
      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/chu02incremental.html}
    }
  • bibtex | link (unavailable)
    T. M. Martinetz and K. J. Schulten, "A neural-gas network learns topologies," in Artificial Neural Networks, North-Holland, 1991, pp. 397-402.
    @inproceedings{neuralgas91, Address = {North-Holland},
      Author = {T. M. Martinetz and K. J. Schulten},
      Booktitle = {Artificial Neural Networks},
      Date-Added = {2007-07-24 19:01:14 +0200},
      Date-Modified = {2007-07-24 19:07:17 +0200},
      Editor = {T. Kohonen and K. M”{a}kisara and O. Simula and J. Kangas},
      Keywords = {neural networks},
      Pages = {397–402},
      Title = {A neural-gas network learns topologies},
      Year = {1991}
    }
  • J. Guan, G. Qiu, and X. Xue, "Spectral Images and Features Co-Clustering with Application to Content-based Image Retrieval," in IEEE 7th Workshop on Multimedia Signal Processing, 2005, pp. 1-4.
    @conference{guan2005,
      author = {Jian Guan and Guoping Qiu and Xiang-Yang Xue},
      Booktitle = {IEEE 7th Workshop on Multimedia Signal Processing},
      Date-Added = {2007-08-06 14:22:00 +0200},
      Date-Modified = {2007-08-06 14:43:38 +0200},
      Keywords = {co-clustering, clustering, image},
      Month = {October},
      Pages = {1–4},
      Title = {Spectral Images and Features Co-Clustering with Application to Content-based Image Retrieval},
      Url = {http://www.cs.nott.ac.uk/~qiu/webpages/Papers/mmsp05-coclustering.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://www.cs.nott.ac.uk/~qiu/webpages/Papers/mmsp05-coclustering.pdf}
    }
  • R. Cai, L. Lu, and L. Cai, "Unsupervised Auditory Scene Categorization via Key Audio Effects and Information-Theoretic Co-Clustering," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2005, 2005, pp. 1073-1076.
    @conference{cai2005,
      author = {Rui Cai and Lie Lu and Lian-Hong Cai},
      Booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2005},
      Date-Added = {2007-08-06 14:18:45 +0200},
      Date-Modified = {2007-08-06 14:20:43 +0200},
      Keywords = {co-clustering, image, clustering},
      Pages = {1073–1076},
      Publisher = {ACL/SIGPARSE},
      Title = {Unsupervised Auditory Scene Categorization via Key Audio Effects and Information-Theoretic Co-Clustering},
      Url = {http://research.microsoft.com/asia/dload_files/group/speech/2007upload/0201073.pdf},
      Volume = {2},
      Year = {2005},
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      Bdsk-Url-1 = {http://research.microsoft.com/asia/dload_files/group/speech/2007upload/0201073.pdf}
    }
  • G. Qiu, "Image and Feature Co-Clustering," in ICPR ‘04: Proceedings of the Pattern Recognition, 17th International Conference on (ICPR’04) Volume 4, Washington, DC, USA, 2004, pp. 991-994.
    @inproceedings{1021397, Address = {Washington, DC, USA},
      Author = {Guoping Qiu},
      Booktitle = {ICPR ‘04: Proceedings of the Pattern Recognition, 17th International Conference on (ICPR’04) Volume 4},
      Date-Added = {2007-08-06 14:16:41 +0200},
      Date-Modified = {2007-08-06 14:17:42 +0200},
      Doi = {http://dx.doi.org/10.1109/ICPR.2004.468},
      Isbn = {0-7695-2128-2},
      Keywords = {co-clustering, clustering, image, video},
      Pages = {991–994},
      Publisher = {IEEE Computer Society},
      Title = {Image and Feature Co-Clustering},
      Url = {http://ieeexplore.ieee.org/iel5/9258/29388/01333940.pdf},
      Year = {2004},
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      Bdsk-Url-1 = {http://ieeexplore.ieee.org/iel5/9258/29388/01333940.pdf},
      Bdsk-Url-2 = {http://dx.doi.org/10.1109/ICPR.2004.468}
    }
  • D. Jiang, C. F. Eick, and C. S. Chen, "On Supervised Density Estimation Techniques and Their Application to Spatial Data Mining," in 15th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS), Seattle, Washington, 2007.
    @inproceedings{density07, Address = {Seattle, Washington},
      Author = {D. Jiang and C. F. Eick and C. S. Chen},
      Booktitle = {15th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS)},
      Date-Added = {2007-08-10 16:21:01 +0200},
      Date-Modified = {2007-08-10 16:37:40 +0200},
      Keywords = {arbitrary shapes, clustering},
      Month = {November},
      Title = {On Supervised Density Estimation Techniques and Their Application to Spatial Data Mining},
      Url = {http://www2.cs.uh.edu/~ceick/kdd/JEC07.pdf},
      Year = {2007},
      Bdsk-Url-1 = {http://www2.cs.uh.edu/~ceick/kdd/JEC07.pdf}
    }
  • J. Choo, R. Jiamthapthaksin, C. Chen, O. Celepcikay, C. Giusti, and C. Eick, "MOSAIC: A Proximity Graph Approach to Agglomerative Clustering," in 9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Regensburg, Germany, 2007.
    @inproceedings{mosaic07, Address = {Regensburg, Germany},
      Author = {J. Choo and R. Jiamthapthaksin and C. Chen and O. Celepcikay and C. Giusti and C. Eick},
      Booktitle = {9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK)},
      Date-Added = {2007-08-10 16:11:15 +0200},
      Date-Modified = {2007-08-10 16:13:04 +0200},
      Keywords = {clustering, arbitrary shapes},
      Month = {September},
      Title = {MOSAIC: A Proximity Graph Approach to Agglomerative Clustering},
      Url = {http://www2.cs.uh.edu/~rachsuda/CJCCGE07.pdf},
      Year = {2007},
      Bdsk-Url-1 = {http://www2.cs.uh.edu/~rachsuda/CJCCGE07.pdf}
    }
  • K. Wagstaff, "Clustering with Missing Values: No Imputation Required," in Classification, Clustering, and Data Mining Applications (Proceedings of the Meeting of the International Federation of Classification Societies), 4800 Oak Grove Dr., Pasadena, CA 91109, 2004, pp. 649-658.
    @inproceedings{wagstaff04, Address = {4800 Oak Grove Dr., Pasadena, CA 91109},
      Author = {Kiri Wagstaff},
      Booktitle = {Classification, Clustering, and Data Mining Applications (Proceedings of the Meeting of the International Federation of Classification Societies)},
      Date-Added = {2007-08-09 15:53:52 +0200},
      Date-Modified = {2007-08-10 16:37:17 +0200},
      Keywords = {clustering, missing values, astronomy},
      Organization = {Jet Propulsion Laboratory, California Institute of Technology},
      Pages = {649-658},
      Title = {Clustering with Missing Values: No Imputation Required},
      Url = {http://www.litech.org/~wkiri/Papers/wagstaff-missing-ifcs04.pdf},
      Year = {2004},
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      Bdsk-Url-1 = {http://www.litech.org/~wkiri/Papers/wagstaff-missing-ifcs04.pdf}
    }
  • K. Wagstaff and V. G. Laidler, "Making the Most of Missing Values: Object Clustering with Partial Data in Astronomy," in Astronomical Data Analysis Software and Systems XIV (ADASS), 2005.
    @conference{wagstaff05,
      author = {Kiri Wagstaff and Victoria G. Laidler},
      Booktitle = {Astronomical Data Analysis Software and Systems XIV (ADASS)},
      Date-Added = {2007-08-09 15:49:16 +0200},
      Date-Modified = {2007-08-10 16:36:54 +0200},
      Editor = {P. L. Shopbel and M. C. Britton and R. Ebert},
      Keywords = {clustering, missing values, astronomy},
      Series = {ASP Conference Series},
      Title = {Making the Most of Missing Values: Object Clustering with Partial Data in Astronomy},
      Url = {http://www.litech.org/~wkiri/Papers/wagstaff-missing-adass04.pdf},
      Volume = {347},
      Year = {2005},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {http://www.litech.org/~wkiri/Papers/wagstaff-missing-adass04.pdf}
    }
  • F. C. N. Pereira, N. Tishby, and L. Lee, "Distributional Clustering of English Words," in Meeting of the Association for Computational Linguistics, 1993, pp. 183-190.
    @inproceedings{pereira93distributional,
      author = {Fernando C. N. Pereira and Naftali Tishby and Lillian Lee},
      Booktitle = {Meeting of the Association for Computational Linguistics},
      Date-Added = {2007-08-07 21:52:13 +0200},
      Date-Modified = {2007-08-07 21:53:17 +0200},
      Keywords = {feature, clustering},
      Pages = {183-190},
      Title = {Distributional Clustering of English Words},
      Url = {http://citeseer.ist.psu.edu/pereira93distributional.html},
      Year = {1993},
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  • N. Slonim and N. Tishby, "The power of word clusters for text classification," in 23rd European Colloquium on Information Retrieval Research, 2001.