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@inproceedings{HansenSOLSL07,
author = {Michael Sass Hansen and Karl Sj{\"o}strand and Hildur {\'O}lafsd{\'o}ttir and Henrik B. W. Larsson and Mikkel B. Stegmann and Rasmus Larsen},
Booktitle = {SCIA},
Date = {2007-07-05},
Date-Added = {2007-10-23 11:00:23 +0200},
Date-Modified = {2007-10-27 12:23:18 +0200},
Description = {dblp},
Editor = {Bjarne K. Ersb{\o}ll and Kim Steenstrup Pedersen},
Ee = {http://dx.doi.org/10.1007/978-3-540-73040-8_82},
Isbn = {978-3-540-73039-2},
Keywords = {clustering, SVM, hierarchical},
Pages = {808-817},
Publisher = {Springer},
Series = {Lecture Notes in Computer Science},
Title = {Robust Pseudo-hierarchical Support Vector Clustering.},
Url = {http://www.springerlink.com/content/25j5rw0341362814/},
Volume = {4522},
Year = {2007},
Bdsk-Url-1 = {http://www.springerlink.com/content/25j5rw0341362814/}
}
D. Yankov, E. Keogh, and K. Kan, "Locally Constrained Support Vector Clustering," in IEEE Internation Conference on Data Mining, 2007.
@inproceedings{yankov07,
author = {Dragomir Yankov and Eamonn Keogh and Kin Kan},
Booktitle = {IEEE Internation Conference on Data Mining},
Date-Added = {2007-11-04 13:57:40 +0100},
Date-Modified = {2007-11-04 14:04:21 +0100},
Keywords = {SVM, clustering},
Month = {October},
Title = {Locally Constrained Support Vector Clustering},
Url = {http://www.cs.ucr.edu/~dyankov/publications/ICDM07_LocallyConstrainedSVC.pdf},
Year = {2007},
Bdsk-Url-1 = {http://www.cs.ucr.edu/~dyankov/publications/ICDM07_LocallyConstrainedSVC.pdf}
}
H. Hartono and R. M. Widyanto, "Angle Decrement Based Gaussian Kernel Width Generator for Support Vector Clustering," in International Conference on Instrumentation, Communication and Information Technology, Grand Aquila Hotel, Jl. Dr. Djundjunan 116, Bandung, West Java, Indonesia, 40173, 2007.
@conference{hh2007, Address = {Grand Aquila Hotel, Jl. Dr. Djundjunan 116, Bandung, West Java, Indonesia, 40173},
Author = {Herman Hartono and M. Rahmat Widyanto},
Booktitle = {{International Conference on Instrumentation, Communication and Information Technology}},
Date-Added = {2007-10-27 16:00:51 +0200},
Date-Modified = {2007-10-27 16:07:36 +0200},
Keywords = {clustering, SVM, generator},
Month = {August},
Organization = {Faculty of Computer Science, University of Indonesia},
Title = {{Angle Decrement Based Gaussian Kernel Width Generator for Support Vector Clustering}},
Url = {http://icici.fi.itb.ac.id/viewabstract.php?id=26},
Year = {2007},
Bdsk-Url-1 = {http://icici.fi.itb.ac.id/viewabstract.php?id=26}
}
P. Ling, Y. Wang, and C. Zhou, "Self-adaptive Two-Phase Support Vector Clustering for Multi-Relational Data Mining.," in Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2006, pp. 225-229.
@inproceedings{conf/pakdd/LingWZ06,
author = {Ping Ling and Yan Wang and Chunguang Zhou},
Booktitle = {Pacific-Asia Conference on Knowledge Discovery and Data Mining},
Date-Added = {2007-10-21 16:08:36 +0200},
Date-Modified = {2007-10-21 16:10:20 +0200},
Keywords = {clustering, SVM, kernels},
Pages = {225-229},
Title = {Self-adaptive Two-Phase Support Vector Clustering for Multi-Relational Data Mining.},
Url = {http://www.springerlink.com/index/05nw814043862846.pdf},
Year = 2006, Bdsk-Url-1 = {http://www.springerlink.com/index/05nw814043862846.pdf}
}
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@inproceedings{fuzzysvc06,
author = {En-Hui Zheng and Min Yang and Ping Li and Zhi-Huan Song},
Booktitle = {Advances in Neural Networks - ISNN},
Date-Added = {2007-10-21 16:39:33 +0200},
Date-Modified = {2007-10-21 16:41:40 +0200},
Keywords = {clustering, SVM, fuzzy, soft clustering},
Pages = {1050-1056},
Publisher = {Springer},
Series = {Lecture Notes in Computer Science},
Title = {Fuzzy Support Vector Clustering},
Url = {http://www.springerlink.com/content/q263478xn76u25t1/},
Year = {2006},
Bdsk-Url-1 = {http://www.springerlink.com/content/q263478xn76u25t1/}
}
P. Ling and C. Zhou, "Adaptive Support Vector Clustering for Multi-relational Data Mining.," in Advances in Neural Networks – ISNN, 2006, pp. 1222-1230.
@inproceedings{conf/isnn/LingZ06,
author = {Ping Ling and Chunguang Zhou},
Booktitle = {Advances in Neural Networks - ISNN},
Date-Added = {2007-10-21 16:34:39 +0200},
Date-Modified = {2007-10-21 16:36:51 +0200},
Keywords = {clustering, SVM},
Pages = {1222-1230},
Publisher = {Springer},
Series = {Lecture Notes in Computer Science},
Title = {Adaptive Support Vector Clustering for Multi-relational Data Mining.},
Url = {http://www.springerlink.com/content/003881675042724q/},
Year = 2006, Bdsk-Url-1 = {http://www.springerlink.com/content/003881675042724q/}
}
A. Bertoni and G. Valentini, "Discovering significant structures in clustered data through bernstein inequality," in Conferenza Italiana Sistemi Intelligenti (CISI 06), Ancona, Italy, 2006.
@conference{bertoni06, Address = {Ancona, Italy},
Author = {A. Bertoni and G. Valentini},
Booktitle = {Conferenza Italiana Sistemi Intelligenti (CISI 06)},
Date-Added = {2007-10-19 21:51:14 +0200},
Date-Modified = {2007-10-19 21:53:04 +0200},
Keywords = {clustering, hierarchical, stopping criterion},
Title = {Discovering significant structures in clustered data through bernstein inequality},
Url = {http://homes.dsi.unimi.it/~valenti/papers/bertoni-vale-cisi06.pdf},
Year = {2006},
Bdsk-Url-1 = {http://homes.dsi.unimi.it/~valenti/papers/bertoni-vale-cisi06.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}
}
J. Tung and C. Hsu, "Learning hidden semantic cues using support vector clustering.," in IEEE Internation Conference on Image Processing, 2005, pp. 1189-1192.
@inproceedings{conf/icip/TungH05,
author = {Jia-Wen Tung and Chiou-Ting Hsu},
Booktitle = {IEEE Internation Conference on Image Processing},
Date-Added = {2007-10-21 01:33:37 +0200},
Date-Modified = {2007-10-21 01:37:29 +0200},
Keywords = {clustering, SVM, image},
Month = {September},
Pages = {1189-1192},
Title = {Learning hidden semantic cues using support vector clustering.},
Url = {http://ieeexplore.ieee.org/iel5/10242/32660/01529969.pdf?arnumber=1529969},
Volume = {1},
Year = 2005, Bdsk-Url-1 = {http://ieeexplore.ieee.org/iel5/10242/32660/01529969.pdf?arnumber=1529969}
}
L. Ping, W. Yan, L. Nan, W. J. Yu, L. Shuang, and Z. ChunGuang, "Two-phase support vector clustering for multi-relational data mining," in International Conference on Cyberworlds, Washington, DC, USA, 2005, pp. 139-146.
@conference{twophasesvc05, Address = {Washington, DC, USA},
Author = {Ling Ping and Wang Yan and Lu Nan and Wang Jian Yu and Liang Shuang and Zhou ChunGuang},
Booktitle = {International Conference on Cyberworlds},
Date-Added = {2007-10-21 16:02:16 +0200},
Date-Modified = {2007-10-21 16:08:00 +0200},
Keywords = {clustering, SVM, database, kernels},
Organization = {Coll. of Comput. Sci., Jilin Univ., Changchun, China},
Pages = {139-146},
Publisher = {IEEE Computer Society},
Title = {Two-phase support vector clustering for multi-relational data mining},
Url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?tp=&arnumber=1587527&isnumber=33457},
Year = {2005},
Bdsk-Url-1 = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?tp=&arnumber=1587527&isnumber=33457}
}
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@inproceedings{1099592, Address = {New York, NY, USA},
Author = {Ratko Orlandic and Ying Lai and Wai Gen Yee},
Booktitle = {CIKM '05: Proceedings of the 14th ACM international conference on Information and knowledge management},
Date-Added = {2007-11-19 01:55:32 +0100},
Date-Modified = {2007-11-19 01:56:56 +0100},
Doi = {http://doi.acm.org/10.1145/1099554.1099592},
Isbn = {1-59593-140-6},
Location = {Bremen, Germany},
Pages = {201--208},
Publisher = {ACM},
Title = {Clustering high-dimensional data using an efficient and effective data space reduction},
Year = {2005},
Bdsk-Url-1 = {http://doi.acm.org/10.1145/1099554.1099592}
}
T. Finley and T. Joachims, "Supervised clustering with support vector machines.," in Internation Conference on Machine Learning, 2005, pp. 217-224.
@inproceedings{conf/icml/FinleyJ05,
author = {Thomas Finley and Thorsten Joachims},
Booktitle = {Internation Conference on Machine Learning},
Date-Added = {2007-10-13 10:32:22 +0200},
Date-Modified = {2007-10-13 10:33:46 +0200},
Ee = {\url{http://doi.acm.org/10.1145/1102351.1102379}},
Keywords = {clustering, supervised learning, SVM, text mining},
Pages = {217-224},
Title = {Supervised clustering with support vector machines.},
Url = {http://www.cs.cornell.edu/People/tj/publications/finley_joachims_05a.pdf},
Year = 2005, Bdsk-Url-1 = {http://www.cs.cornell.edu/People/tj/publications/finley_joachims_05a.pdf}
}
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author = {JinHyeong Park and Xiang Ji and Hongyuan Zha and R. Kasturi},
Booktitle = {Proceedings of the 17th International Pattern Recognition},
Date-Added = {2007-10-21 16:20:52 +0200},
Date-Modified = {2007-10-26 18:05:42 +0200},
Keywords = {clustering, SVM},
Month = {August},
Organization = {Departement of Computer Science and Engineering, Pennsylvania State University, PA, USA},
Pages = {581--584},
Title = {Support vector clustering combined with spectral graph partitioning},
Url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1333839},
Volume = {4},
Year = {2004},
Bdsk-Url-1 = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1333839}
}
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@conference{freitag04,
author = {D. Freitag},
Booktitle = {Conference on Empirical Methods on Natural Language Processing},
Date-Added = {2007-11-11 11:42:34 +0100},
Date-Modified = {2007-11-11 11:44:28 +0100},
Keywords = {co-clustering, NLP},
Pages = {262-269},
Title = {Trained named entity recognition using distributional clusters},
Url = {http://www.cs.cmu.edu/~dayne/ps/emnlp04.pdf},
Year = {2004},
Bdsk-Url-1 = {http://www.cs.cmu.edu/~dayne/ps/emnlp04.pdf}
}
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@inproceedings{rohwer04towards, Address = {Boston, MA.},
Author = {R. Rohwer and D. Freitag},
Booktitle = {In Proceedings of HLT-NAACL 04: Computational Lexical Semantics Workshop},
Date-Added = {2007-11-11 11:39:09 +0100},
Date-Modified = {2007-11-11 11:41:07 +0100},
Keywords = {NLP, co-clustering},
Pages = {9-16},
Title = {Towards full automation of lexicon construction},
Url = {http://citeseer.ist.psu.edu/709290.html},
Year = {2004},
Bdsk-Url-1 = {http://citeseer.ist.psu.edu/709290.html}
}
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@conference{medicalsvc04, Address = {Venezuela},
Author = {C. Garcia and J. A. Moreno},
Booktitle = {IEEE International Symposium on Biomedical Imaging: Nano to Macro},
Date-Added = {2007-10-21 16:16:48 +0200},
Date-Modified = {2007-10-21 16:18:52 +0200},
Keywords = {clustering, SVM, medical},
Month = {April},
Organization = {Lab. de Computacion Emergente, Univ. Central de Venezuela},
Pages = {1553-1556},
Title = {Application of support vector clustering to the visualization of medical images},
Url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?tp=&arnumber=1398848&isnumber=30417},
Volume = {2},
Year = {2004},
Bdsk-Url-1 = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?tp=&arnumber=1398848&isnumber=30417}
}
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Author = {Peter Merz},
Booktitle = {Advances in Intelligent Data Analysis V (IDA 2003)},
Date-Added = {2008-01-11 00:23:15 +0100},
Date-Modified = {2008-01-11 00:25:46 +0100},
Keywords = {clustering, np-hard},
Pages = {286-296},
Publisher = {Springer},
Series = {Lecture Notes in Computer Science},
Title = {An Iterated Local Search Approach for Minimum Sum-Of-Squares Clustering},
Url = {http://dag.informatik.uni-kl.de/papers/ida03.pdf},
Volume = {2810},
Year = {2003},
Bdsk-Url-1 = {http://dag.informatik.uni-kl.de/papers/ida03.pdf}
}
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@inproceedings{644240, Address = {Philadelphia, PA, USA},
Author = {Mihai B\^{a}doiu and Kenneth L. Clarkson},
Booktitle = {SODA '03: Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms},
Date-Added = {2007-11-03 00:34:10 +0100},
Date-Modified = {2007-11-03 00:34:10 +0100},
Isbn = {0-89871-538-5},
Location = {Baltimore, Maryland},
Pages = {801--802},
Publisher = {Society for Industrial and Applied Mathematics},
Title = {Smaller core-sets for balls},
Year = {2003}
}
K. Jong, E. Marchiori, and A. van der Vaart, "Finding Clusters using Support Vector Classifiers," in European Symposium on Artificial Neural Networks, The Netherlands, 2003, pp. 223-228.
@inproceedings{svmclustering03, Address = {The Netherlands},
Author = {Kees Jong and Elena Marchiori and Aad van der Vaart},
Booktitle = {European Symposium on Artificial Neural Networks},
Date-Added = {2007-10-21 17:47:08 +0200},
Date-Modified = {2007-10-21 17:50:04 +0200},
Keywords = {clustering, SVM, classification},
Month = {April},
Organization = {Department of Mathematics and Computer Science, Vrije Universiteit Amsterdam},
Pages = {223-228},
Title = {Finding Clusters using Support Vector Classifiers},
Url = {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2003-46.pdf},
Year = {2003},
Bdsk-Url-1 = {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2003-46.pdf}
}
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@conference{benhur02, Address = {Lihue, Hawaii, USA},
Author = {Asa Ben-Hur and A. Ellisseeff and I. Guyon},
Booktitle = {Pacific Symposium on Biocomputing},
Date-Added = {2007-10-19 21:46:14 +0200},
Date-Modified = {2007-10-19 21:53:25 +0200},
Editor = {R.B. Altman and A.K. Dunker and L. Hunter and T. Klein and K. Lauderdale},
Keywords = {clustering, hierarchical, stopping criterion},
Pages = {6-17},
Publisher = {World Scientific Pub. Co.},
Title = {A stability based method for discovering structure in clustered data},
Url = {http://helix-web.stanford.edu/psb02/benhur.pdf},
Volume = {7},
Year = {2002},
Bdsk-Url-1 = {http://helix-web.stanford.edu/psb02/benhur.pdf}
}
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author = {R. Collobert and S. Bengio and Y. Bengio},
Booktitle = {Advances in Neural Information Processing Systems},
Date-Added = {2007-10-31 18:05:17 +0100},
Date-Modified = {2007-10-31 18:05:32 +0100},
Keywords = {SVM, parallel},
Publisher = {MIT Press},
Title = {A Parallel Mixture of SVMs for Very Large Scale Problems},
Url = {http://citeseer.ist.psu.edu/collobert02parallel.html},
Year = 2002, Bdsk-Url-1 = {http://citeseer.ist.psu.edu/collobert02parallel.html}
}
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author = {Dan Pelleg and Andrew Moore},
Booktitle = {In Proceedings of 17th International Conference on Machine Learning},
Date-Added = {2007-11-14 14:33:29 +0100},
Date-Modified = {2007-11-14 14:34:48 +0100},
Keywords = {clustering, k-means, estimation},
Pages = {727--734},
Publisher = {Morgan Kaufmann, San Francisco, CA},
Title = {${X}$-means: {E}xtending ${K}$-means with Efficient Estimation of the Number of Clusters},
Url = {http://citeseer.ist.psu.edu/pelleg00xmeans.html},
Year = {2000},
Bdsk-Url-1 = {http://citeseer.ist.psu.edu/pelleg00xmeans.html}
}
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@inproceedings{301186, Address = {New York, NY, USA},
Author = {Nicholas Kushmerick},
Booktitle = {AGENTS '99: Proceedings of the third annual conference on Autonomous Agents},
Date-Added = {2007-11-19 01:42:26 +0100},
Date-Modified = {2007-11-19 01:42:26 +0100},
Doi = {http://doi.acm.org/10.1145/301136.301186},
Isbn = {1-58113-066-X},
Location = {Seattle, Washington, United States},
Pages = {175--181},
Publisher = {ACM},
Title = {Learning to remove Internet advertisements},
Year = {1999},
Bdsk-Url-1 = {http://doi.acm.org/10.1145/301136.301186}
}
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@inproceedings{leisch98competitive, Address = {Skovde, Sweden},
Author = {F. Leisch and A. Weingessel and E. Dimitriadou},
Booktitle = {Proceedings of the 8th International Conference on Articial Neural Networks (ICANN 98)},
Date-Added = {2007-12-12 22:02:57 +0100},
Date-Modified = {2007-12-12 22:32:42 +0100},
Editor = {L. Niklasson and M. Boden and T. Ziemke},
Keywords = {clsutering, k-means, binary-valued},
Pages = {779-784},
Title = {Competitive learning for binary valued data},
Url = {http://citeseer.comp.nus.edu.sg/24194.html},
Volume = {2},
Year = {1998},
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author = {Ken Lang},
Booktitle = {Proceedings of the Twelfth International Conference on Machine Learning},
Date-Added = {2008-01-07 00:57:27 +0100},
Date-Modified = {2008-01-07 00:58:18 +0100},
Pages = {331-339},
Publisher = {Morgan Kaufmann publishers Inc.: San Mateo, CA, USA},
Title = {Newsweeder: Learning to filter netnews},
Url = {http://citeseer.ist.psu.edu/lang95newsweeder.html},
Year = 1995, Bdsk-Url-1 = {http://citeseer.ist.psu.edu/lang95newsweeder.html}
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Author = {Olvi L. Mangasarian and Rudy Setiono and W. H. Wolberg},
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Date-Added = {2007-11-18 19:06:56 +0100},
Date-Modified = {2007-11-19 02:05:42 +0100},
Editor = {T. F. Coleman and Y. Li},
Pages = {22--31},
Publisher = {SIAM},
Title = {Pattern recognition via linear programming: theory and application to medical diagnosis},
Url = {http://citeseer.ist.psu.edu/mangasarian90pattern.html},
Year = {1990},
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}