Technical reports

  • L. K. Westin, "Missing data and the preprocessing perceptron," Department of Computing, Umeå University, SE-90187 Umeå, Sweden2004.
    @techreport{missingdataperceptron04, Address = {SE-90187 Umeaa, Sweden},
      Author = {Lena Kallin Westin},
      Date-Added = {2007-06-19 19:14:30 +0200},
      Date-Modified = {2007-08-10 14:21:08 +0200},
      Institution = {Department of Computing, Umeaa University},
      Keywords = {perceptron, preprocessing, missing values},
      Title = {Missing data and the preprocessing perceptron},
      Url = {http://www.cs.umu.se:80/research/reports/2004/002/part1.pdf},
      Year = {2004},
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      Bdsk-Url-1 = {http://www.cs.umu.se:80/research/reports/2004/002/part1.pdf}
    }
  • M. Muselli, "Apprendimento Automatico: dal Perceptron alle Support Vector Machines," Istituto per i Circuiti Elettronici - Consiglio Nazionale delle Ricerche (CNR), via De Marini, 6 - 16149 Genova, Italy, Internal report , 1998.
    @techreport{automaticlearning98, Address = {via De Marini, 6 - 16149 Genova, Italy},
      Author = {Marco Muselli},
      Date-Added = {2007-06-19 11:36:26 +0200},
      Date-Modified = {2007-06-19 11:39:06 +0200},
      Institution = {Istituto per i Circuiti Elettronici - Consiglio Nazionale delle Ricerche (CNR)},
      Keywords = {machine learning, perceptron, MLP, SVM},
      Month = {May},
      Title = {Apprendimento Automatico: dal Perceptron alle Support Vector Machines},
      Type = {Internal report},
      Url = {http://www.ieiit.cnr.it/~muselli/appunti/rn.pdf},
      Year = {1998},
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      Bdsk-Url-1 = {http://www.ieiit.cnr.it/~muselli/appunti/rn.pdf}
    }
  • J. C. Platt, "Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines," Microsoft Research1998.
    @techreport{smoplatt98,
      author = {John C. Platt},
      Date-Added = {2007-06-14 10:50:26 +0200},
      Date-Modified = {2007-06-19 13:05:08 +0200},
      Institution = {Microsoft Research},
      Keywords = {SMO, SVM},
      Month = {April},
      Title = {Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines},
      Url = {http://research.microsoft.com/~jplatt/smoTR.pdf},
      Year = {1998},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {http://research.microsoft.com/~jplatt/smoTR.pdf}
    }
  • O. L. Mangasarian and D. R. Musicant, "Lagrangian Support Vector Machine Classification," Data Mining Institute, Computer Sciences Department, University of Wisconsin, Madison, Wisconsin, 00-06, 2000.
    @techreport{lagrangesvm00, Address = {Madison, Wisconsin},
      Author = {O. L. Mangasarian and David R. Musicant},
      Date-Added = {2007-05-26 17:01:04 +0200},
      Date-Modified = {2007-06-19 14:25:18 +0200},
      Institution = {Data Mining Institute, Computer Sciences Department, University of Wisconsin},
      Keywords = {svm, classification, lagrangian},
      Month = {June},
      Number = {00-06},
      Title = {Lagrangian Support Vector Machine Classification},
      Url = {ftp://ftp.cs.wisc.edu/pub/dmi/tech-reports/00-06.ps},
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      Bdsk-Url-1 = {ftp://ftp.cs.wisc.edu/pub/dmi/tech-reports/00-06.ps}
    }
  • I. S. Dhillon and Y. Guan, "Information Theoretic Clustering of Sparse Co-Occurrence Data," The University of Texas at Austin, Department of Computer Sciences, Technical Report TR-03-39 , 2003.
    @techreport{sparsedata03dhillontr,
      author = {I. S. Dhillon and Yuqiang Guan},
      Date-Added = {2007-05-23 10:40:46 +0200},
      Date-Modified = {2007-06-19 14:55:14 +0200},
      Institution = {The University of Texas at Austin, Department of Computer Sciences},
      Keywords = {clustering, co-clustering, sparse data, missing values},
      Month = {September},
      Title = {Information Theoretic Clustering of Sparse Co-Occurrence Data},
      Type = {Technical Report TR-03-39},
      Url = {http://www.cs.utexas.edu/ftp/pub/techreports/tr03-39.ps.gz},
      Year = {2003},
      Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGBwpZJGFyY2hpdmVyWCR2ZXJzaW9uVCR0b3BYJG9iamVjdHNfEA9OU0tleWVkQXJjaGl2ZXISAAGGoNEICVRyb290gAGoCwwXGBkaHiVVJG51bGzTDQ4PEBMWWk5TLm9iamVjdHNXTlMua2V5c1YkY2xhc3OiERKABIAFohQVgAKAA4AHXHJlbGF0aXZlUGF0aFlhbGlhc0RhdGFfEFkuLi8uLi8uLi9QYXBlcnMvRGhpbGxvbi9JbmZvcm1hdGlvbiBUaGVvcmV0aWMgQ2×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},
      Bdsk-Url-1 = {http://www.cs.utexas.edu/ftp/pub/techreports/tr03-39.ps.gz}
    }
  • S. Lee and K. M. Daniels, "Gaussian Kernel Width Selection and Fast Cluster Labeling for Support Vector Clustering," Department of Computer Science, University of Massachussets Lowell2005.
    @techreport{kernwidthsvc2005,
      author = {Sei-Hyung Lee and Karen M. Daniels},
      Date-Added = {2007-05-18 10:44:22 +0200},
      Date-Modified = {2007-06-20 08:28:06 +0200},
      Institution = {Department of Computer Science, University of Massachussets Lowell},
      Keywords = {svm, clustering, kernel machines},
      Title = {Gaussian Kernel Width Selection and Fast Cluster Labeling for Support Vector Clustering},
      Url = {http://www.cs.uml.edu/~kdaniels/papers/SeiTechReport2005.pdf},
      Year = {2005},
      Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGBwpZJGFyY2hpdmVyWCR2ZXJzaW9uVCR0b3BYJG9iamVjdHNfEA9OU0tleWVkQXJjaGl2ZXISAAGGoNEICVRyb290gAGoCwwXGBkaHiVVJG51bGzTDQ4PEBMWWk5TLm9iamVjdHNXTlMua2V5c1YkY2xhc3OiERKABIAFohQVgAKAA4AHXHJlbGF0aXZlUGF0aFlhbGlhc0RhdGFfEG8uLi8uLi8uLi9QYXBlcnMvTGVlL0dhdXNzaWFuIEtlcm5lbCBXaWR0aCBTZWxlY3Rpb24gYW5kIEZhc3QgQ2×1c3RlciBMYWJlbGluZyBmb3IgU3VwcG9ydCBWZWN0b3IgQ2×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},
      Bdsk-Url-1 = {http://www.cs.uml.edu/~kdaniels/papers/SeiTechReport2005.pdf}
    }
  • B. Schölkopf, J. Platt, J. Shawe-Taylor, A. Smola, and R. Williamson, "Estimating the support of a high-dimensional distribution," Microsoft Research, Redmond, WA, 99–87, 1999.
    @techreport{sch99estimating, Address = {Redmond, WA},
      Author = {B. Sch”olkopf and J. Platt and J. Shawe-Taylor and A. Smola and R. Williamson},
      Date-Added = {2007-05-07 12:48:36 +0200},
      Date-Modified = {2007-06-19 13:05:29 +0200},
      Institution = {Microsoft Research},
      Keywords = {svm, SMO, one-class},
      Number = {99–87},
      Title = {Estimating the support of a high-dimensional distribution},
      Url = {http://citeseer.ist.psu.edu/251593.html},
      Year = {1999},
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      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/251593.html}
    }
  • P. Berkhin, "Survey Of Clustering Data Mining Techniques," Accrue Software, San Jose, CA2002.
    @techreport{berkhin02survey, Address = {San Jose, CA},
      Author = {Pavel Berkhin},
      Date-Modified = {2007-06-19 14:45:23 +0200},
      Institution = {Accrue Software},
      Keywords = {clustering, co-clustering},
      Title = {Survey Of Clustering Data Mining Techniques},
      Url = {http://www.ee.ucr.edu/~barth/EE242/clustering_survey.pdf},
      Year = {2002},
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      Bdsk-Url-1 = {http://www.ee.ucr.edu/~barth/EE242/clustering_survey.pdf}
    }
  • T. Huynh and D. Vu, "Using Co-clustering for Predicting Movie Rating in Netflix," University of Texas at Austin, Department of Computer Sciences2007.
    @techreport{movieratingpredictionbregman,
      author = {Tuyen Huynh and Duy Vu},
      Date-Added = {2007-06-30 00:03:11 +0200},
      Date-Modified = {2007-11-14 12:56:24 +0100},
      Institution = {University of Texas at Austin, Department of Computer Sciences},
      Keywords = {bregman, co-clustering, missing values prediction},
      Title = {{Using Co-clustering for Predicting Movie Rating in Netflix}},
      Url = {http://www.cs.utexas.edu/~hntuyen/projects/dm/report.ps},
      Year = {2007},
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      Bdsk-Url-1 = {http://www.cs.utexas.edu/~hntuyen/projects/dm/report.ps}
    }
  • A. Banerjee, I. S. Dhillon, J. Ghosh, S. Merugu, and D. Modha, "A generalized Maximum Entropy approach to Bregman co-clustering and matrix approximation," UTCS TR04-24, UT, Austin2004.
    @techreport{banerjee04generalized, Address = {UT, Austin},
      Author = {A. Banerjee and I. S. Dhillon and J. Ghosh and S. Merugu and D. Modha},
      Date-Modified = {2007-07-15 11:15:53 +0200},
      Institution = {UTCS TR04-24},
      Keywords = {bregman, clustering, co-clustering, sparse data, missing values},
      Rating = {4},
      Title = {A generalized {Maximum Entropy} approach to {Bregman} co-clustering and matrix approximation},
      Url = {http://www.cs.utexas.edu/ftp/pub/techreports/tr04-24.ps.gz},
      Year = {2004},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {http://www.cs.utexas.edu/ftp/pub/techreports/tr04-24.ps.gz}
    }
  • N. Bolshakova and F. Azuaje, "Estimating the number of clusters in DNA microarray data," Department of Computer Science, University of Dublin, Trinity College, Dublin, Ireland2005.
    @techreport{estimateclusters05, Address = {Dublin, Ireland},
      Author = {Nadia Bolshakova and Francisco Azuaje},
      Date-Added = {2007-07-19 19:33:35 +0200},
      Date-Modified = {2007-07-24 12:19:15 +0200},
      Institution = {Department of Computer Science, University of Dublin, Trinity College},
      Keywords = {clustering, estimation, validation, evaluation},
      Month = {February},
      Title = {Estimating the number of clusters in {DNA} microarray data},
      Url = {https://www.cs.tcd.ie/publications/tech-reports/reports.05/TCD-CS-2005-24.pdf},
      Year = {2005},
      Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGBwpZJGFyY2hpdmVyWCR2ZXJzaW9uVCR0b3BYJG9iamVjdHNfEA9OU0tleWVkQXJjaGl2ZXISAAGGoNEICVRyb290gAGoCwwXGBkaHiVVJG51bGzTDQ4PEBMWWk5TLm9iamVjdHNXTlMua2V5c1YkY2xhc3OiERKABIAFohQVgAKAA4AHXHJlbGF0aXZlUGF0aFlhbGlhc0RhdGFfEFcuLi8uLi8uLi9QYXBlcnMvQm9sc2hha292YS9Fc3RpbWF0aW5nIHRoZSBudW1iZXIgb2YgY2×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},
      Bdsk-Url-1 = {https://www.cs.tcd.ie/publications/tech-reports/reports.05/TCD-CS-2005-24.pdf}
    }
  • S. Lee and K. M. Daniels, "Gaussian Kernel Width Exploration in Support Vector Clustering," University of Massachussets Lowell, Department of Computer Science, Lowell, MA 018542004.
    @techreport{gksvctr04, Address = {Lowell, MA 01854},
      Author = {Sei-Hyung Lee and Karen M. Daniels},
      Date-Added = {2007-07-30 18:33:45 +0200},
      Date-Modified = {2007-07-30 18:36:12 +0200},
      Institution = {University of Massachussets Lowell, Department of Computer Science},
      Keywords = {clustering, SVM, gaussian kernel, generator},
      Title = {Gaussian Kernel Width Exploration in Support Vector Clustering},
      Url = {http://teaching.cs.uml.edu/~heines/techrpts/details.jsp?Year=2004&SeqNo=009},
      Year = {2004},
      Bdsk-File-1 = {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×1bWVzL0RvY3VtZW50cwAVAAIAF///AACABtIfICEiWCRjbGFzc2VzWiRjbGFzc25hbWWjIiMkXU5TTXV0YWJsZURhdGFWTlNEYXRhWE5TT2JqZWN00h8gJieiJyRcTlNEaWN0aW9uYXJ5AAgAEQAbACQAKQAyAEQASQBMAFEAUwBcAGIAaQB0AHwAgwCGAIgAigCNAI8AkQCTAKAAqgEDAQgBEANiA2QDaQNyA30DgQOPA5YDnwOkA6cAAAAAAAACAQAAAAAAAAAoAAAAAAAAAAAAAAAAAAADtA==},
      Bdsk-Url-1 = {http://teaching.cs.uml.edu/~heines/techrpts/details.jsp?Year=2004&SeqNo=009}
    }
  • M. Deodhar and J. Ghosh, "A Framework for Simultaneous Co-clustering and Learning from Complex Data," Intelligent Data Exploration & Analysis Laboratory, Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas 787122007.
    @techreport{coclusfw07, Address = {Austin, Texas 78712},
      Author = {Meghana Deodhar and Joydeep Ghosh},
      Date-Added = {2007-07-24 22:18:23 +0200},
      Date-Modified = {2007-07-24 22:21:52 +0200},
      Institution = {Intelligent Data Exploration & Analysis Laboratory, Department of Electrical and Computer Engineering, The University of Texas at Austin},
      Keywords = {clustering, co-clustering, framework},
      Month = {March},
      Title = {A Framework for Simultaneous Co-clustering and Learning from Complex Data},
      Url = {http://www.ideal.ece.utexas.edu/papers/techreports/deodhar07Coclust.pdf},
      Year = {2007},
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      Bdsk-Url-1 = {http://www.ideal.ece.utexas.edu/papers/techreports/deodhar07Coclust.pdf}
    }
  • I. S. Dhillon, Y. Guan, and B. Kulis, "A Unified View of Kernel k-means, Spectral Clustering and Graph Partitioning," University of Texas at Austin, Department of Computer Science, UT, Austin, UTCS Technical Report TR-04-25 , 2005.
    @techreport{kkmeans05, Address = {UT, Austin},
      Author = {I.S. Dhillon and Y. Guan and B. Kulis},
      Date-Added = {2007-08-28 16:04:44 +0200},
      Date-Modified = {2007-08-28 16:23:52 +0200},
      Institution = {University of Texas at Austin, Department of Computer Science},
      Keywords = {clustering, k-means, kernel machines},
      Month = {February},
      Title = {A Unified View of Kernel k-means, Spectral Clustering and Graph Partitioning},
      Type = {UTCS Technical Report TR-04-25},
      Url = {http://www.cs.utexas.edu/users/kulis/pubs/spectral_techreport.pdf},
      Year = {2005},
      Bdsk-File-1 = {YnBsaXN0MDDUAQIDBAUGBwpZJGFyY2hpdmVyWCR2ZXJzaW9uVCR0b3BYJG9iamVjdHNfEA9OU0tleWVkQXJjaGl2ZXISAAGGoNEICVRyb290gAGoCwwXGBkaHiVVJG51bGzTDQ4PEBMWWk5TLm9iamVjdHNXTlMua2V5c1YkY2xhc3OiERKABIAFohQVgAKAA4AHXHJlbGF0aXZlUGF0aFlhbGlhc0RhdGFfEGguLi8uLi8uLi9QYXBlcnMvRGhpbGxvbi9BIFVuaWZpZWQgVmlldyBvZiBLZXJuZWwgay1tZWFucywgU3BlY3RyYWwgQ2×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×1bWVzL0RvY3VtZW50cwAVAAIAF///AACABtIfICEiWCRjbGFzc2VzWiRjbGFzc25hbWWjIiMkXU5TTXV0YWJsZURhdGFWTlNEYXRhWE5TT2JqZWN00h8gJieiJyRcTlNEaWN0aW9uYXJ5AAgAEQAbACQAKQAyAEQASQBMAFEAUwBcAGIAaQB0AHwAgwCGAIgAigCNAI8AkQCTAKAAqgEVARoBIgOqA6wDsQO6A8UDyQPXA94D5wPsA+8AAAAAAAACAQAAAAAAAAAoAAAAAAAAAAAAAAAAAAAD/A==},
      Bdsk-Url-1 = {http://www.cs.utexas.edu/users/kulis/pubs/spectral_techreport.pdf}
    }
  • Y. Pei and O. Zaïane, "A Synthetic Data Generator for Clustering and Outlier Analysis," Computing Science Department, University of Alberta, Edmonton, Canada T6G 2E82006.
    @techreport{syntheticgen06, Address = {Edmonton, Canada T6G 2E8},
      Author = {Yaling Pei and Osmar Za”{i}ane},
      Date-Added = {2007-08-14 21:26:28 +0200},
      Date-Modified = {2007-08-14 21:28:16 +0200},
      Institution = {Computing Science Department, University of Alberta},
      Keywords = {synthetic, dataset, clustering, outlier},
      Title = {A Synthetic Data Generator for Clustering and Outlier Analysis},
      Url = {http://www.cs.ualberta.ca/TechReports/2006/TR06-15/TR06-15.pdf},
      Year = {2006},
      Bdsk-File-1 = {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×1bWVzL0RvY3VtZW50cwAVAAIAF///AACABtIfICEiWCRjbGFzc2VzWiRjbGFzc25hbWWjIiMkXU5TTXV0YWJsZURhdGFWTlNEYXRhWE5TT2JqZWN00h8gJieiJyRcTlNEaWN0aW9uYXJ5AAgAEQAbACQAKQAyAEQASQBMAFEAUwBcAGIAaQB0AHwAgwCGAIgAigCNAI8AkQCTAKAAqgEDAQgBEANiA2QDaQNyA30DgQOPA5YDnwOkA6cAAAAAAAACAQAAAAAAAAAoAAAAAAAAAAAAAAAAAAADtA==},
      Bdsk-Url-1 = {http://www.cs.ualberta.ca/TechReports/2006/TR06-15/TR06-15.pdf}
    }
  • S. Asharaf, S. K. Shevade, and N. M. Murty, "Scalable Rough Support Vector Clustering," Indian Institute of Science, Bangalore, 5600122006.
    @techreport{Asharaf2006lr, Abstract = {In this paper a novel scalable soft support vector clustering algorithm is proposed. Here softness is imparted to Support Vector Clustering paradigm by employing rough set theory and scalability is achieved using Multi Sphere Support Vector Clustering method. Empirical results show that the proposed method gives meaningful cluster abstractions.},
      Address = {Bangalore, 560012},
      Author = {S. Asharaf and S. K. Shevade and Narasimha M. Murty},
      Date-Added = {2007-10-21 16:13:25 +0200},
      Date-Modified = {2007-10-21 16:16:28 +0200},
      Institution = {Indian Institute of Science},
      Keywords = {clustering, SVM, soft clustering},
      Location = {http://www.scientificcommons.org/1572789},
      Title = {Scalable Rough Support Vector Clustering},
      Url = {http://eprints.iisc.ernet.in/archive/00005293/},
      Year = {2006},
      Bdsk-Url-1 = {http://eprints.iisc.ernet.in/archive/00005293/}
    }
  • S. Della Pietra, V. Della Pietra, and J. Lafferty, "Duality and auxiliary functions for Bregman distances," Carnegie Mellon University, TR CMU-CS-01-109 TR CMU-CS-01-109, 2001.
    @techreport{pietra01duality,
      author = {S. {Della Pietra} and V. {Della Pietra} and J. Lafferty},
      Date-Added = {2007-11-12 15:51:41 +0100},
      Date-Modified = {2007-11-13 19:04:26 +0100},
      Institution = {Carnegie Mellon University},
      Keywords = {bregman, convex, lagrangian},
      Number = {TR CMU-CS-01-109},
      Title = {Duality and auxiliary functions for {Bregman} distances},
      Type = {TR CMU-CS-01-109},
      Url = {http://citeseer.ist.psu.edu/article/pietra01duality.html},
      Year = {2001},
      Bdsk-Url-1 = {http://citeseer.ist.psu.edu/article/pietra01duality.html}
    }
  • M. Deodhar, H. Cho, G. Gupta, J. Ghosh, and I. Dhillon, "Bregman Bubble Co-clustering," Department of Electrical and Computer Engineering, The University of Texas at Austin2007.
    @techreport{bubble07,
      author = {Meghana Deodhar and Hyuk Cho and Gunjan Gupta and Joydeep Ghosh and Inderjit Dhillon},
      Date-Added = {2007-11-07 18:09:22 +0100},
      Date-Modified = {2007-11-14 12:56:32 +0100},
      Institution = {Department of Electrical and Computer Engineering, The University of Texas at Austin },
      Keywords = {clustering, co-clustering, bregman, bubble, outliers},
      Month = {October},
      Title = {{Bregman Bubble Co-clustering}},
      Url = {http://www.lans.ece.utexas.edu/papers/techreports/deodhar07BBCC.pdf},
      Year = {2007},
      Bdsk-Url-1 = {http://www.lans.ece.utexas.edu/papers/techreports/deodhar07BBCC.pdf}
    }
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