Theses

  • A. Globerson, "The Minimum Information Principle in Learning and Neural Data Analysis," PhD Thesis , 2005.
    @phdthesis{mininfoprinciple05,
      author = {Amir Globerson},
      Date-Added = {2007-06-19 19:02:46 +0200},
      Date-Modified = {2007-06-19 19:05:00 +0200},
      Keywords = {minimum information, maximum entropy, information theory},
      Month = {September},
      School = {Hebrew University},
      Title = {The Minimum Information Principle in Learning and Neural Data Analysis},
      Url = {http://www.cs.huji.ac.il/labs/learning/Theses/Amir-Globerson-PhD-2005.pdf},
      Year = {2005},
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      Bdsk-Url-1 = {http://www.cs.huji.ac.il/labs/learning/Theses/Amir-Globerson-PhD-2005.pdf}
    }
  • F. Camastra, "Kernel Methods for Unsupervised Learning," PhD Thesis , 2004.
    @phdthesis{camastraphd04,
      author = {Francesco Camastra},
      Date-Added = {2007-05-26 16:48:56 +0200},
      Date-Modified = {2007-06-19 14:59:52 +0200},
      Keywords = {clustering, unsupervised learning, svm, kernel machines},
      School = {Universit{`a} degli Studi di Genova, Dipartimento di Informatica e Scienze dell’Informazione},
      Title = {Kernel Methods for Unsupervised Learning},
      Url = {https://www.disi.unige.it/dottorato/THESES/2004-01-CamastraF.pdf},
      Year = {2004},
      Bdsk-File-1 = {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},
      Bdsk-Url-1 = {https://www.disi.unige.it/dottorato/THESES/2004-01-CamastraF.pdf}
    }
  • D. M. J. Tax, "One-class classification: concept learning in the absence of counter-examples," PhD Thesis , 2001.
    @phdthesis{taxsvdd05,
      author = {David Martinus Johannes Tax},
      Date-Added = {2007-05-19 14:29:53 +0200},
      Date-Modified = {2007-08-10 14:16:46 +0200},
      Keywords = {SVM, domain description, SVDD, novelty detection, one-class},
      School = {Technische Universiteit Delft},
      Title = {One-class classification: concept learning in the absence of counter-examples},
      Url = {http://www.ist.tudelft.nl/live/binaries/468f0bec-405d-4918-aae0-cada843d27f7/doc/thesis_dtax.pdf},
      Year = {2001},
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      Bdsk-Url-1 = {http://www.ist.tudelft.nl/live/binaries/468f0bec-405d-4918-aae0-cada843d27f7/doc/thesis_dtax.pdf}
    }
  • J. C. Schlimmer, "Concept acquisition through representational adjustment," PhD Thesis , Irvine, 1987.
    @phdthesis{mushrooms87, Address = {Irvine},
      Author = {Jeffrey Curtis Schlimmer},
      Date-Added = {2007-06-28 10:28:54 +0200},
      Date-Modified = {2007-06-28 10:31:16 +0200},
      Keywords = {machine learning},
      Order_No = {AAI8724747},
      School = {Department of Information and Computer Science, University of California},
      Title = {Concept acquisition through representational adjustment},
      Url = {http://portal.acm.org/citation.cfm?coll=GUIDE&dl=GUIDE&id=913421},
      Year = {1987},
      Bdsk-Url-1 = {http://portal.acm.org/citation.cfm?coll=GUIDE&dl=GUIDE&id=913421}
    }
  • C. Donalek, "Mining Astronomical Massive Data Sets," PhD Thesis , Via Cinthia, 80126 Naples, Italy, 2006.
    @phdthesis{donalekphd06, Address = {Via Cinthia, 80126 Naples, Italy},
      Author = {Ciro Donalek},
      Date-Added = {2007-09-05 09:20:37 +0200},
      Date-Modified = {2007-09-05 09:24:08 +0200},
      Keywords = {clustering, classification, star-galaxy, astronomy},
      School = {Universit`{a} degli studi di Napoli “Federico II”},
      Title = {Mining Astronomical Massive Data Sets},
      Url = {http://www.astro.caltech.edu/~donalek/papers/thesisciro.pdf},
      Year = {2006},
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      Bdsk-Url-1 = {http://www.astro.caltech.edu/~donalek/papers/thesisciro.pdf}
    }
  • G. K. Gupta, "Robust Methods for Locating Multiple Dense Regions in Complex Datasets," PhD Thesis , 2006.
    @phdthesis{bregmanbubble06,
      author = {Gunjan Kumar Gupta},
      Date-Added = {2007-11-07 18:12:55 +0100},
      Date-Modified = {2007-11-14 12:56:19 +0100},
      Keywords = {clustering, bregman, bubble, outliers},
      Month = {December},
      School = {The University of Texas at Austin},
      Title = {{Robust Methods for Locating Multiple Dense Regions in Complex Datasets}},
      Url = {http://www.lans.ece.utexas.edu/~gunjan/dissertation/thesis.pdf},
      Year = {2006},
      Bdsk-Url-1 = {http://www.lans.ece.utexas.edu/~gunjan/dissertation/thesis.pdf}
    }