Publications

Publications of Mark O. Stitson

  • M. O. Stitson, J. Weston, A Gammerman, V. Vapnik, V.Vovk,
    “Theory of SV Machines”, CSD-TR-96-17, Royal Holloway, University of London, Egham, UK, 1996 (Postscript)
  • M. O. Stitson, J. Weston,
    “Function Estimation using Support Vector Machines”, DIMACS Workshop “Exploring Large Data Sets Using Classification”, Consensus, and Pattern Recognition Techniques” , 1997 (Postscript Slides)
  • M. O. Stitson, A Gammerman, V. Vapnik, V.Vovk, C. Watkins, J. Weston,
    “Support Vector ANOVA Decomposition”, CSD-TR-97-22, Royal Holloway, University of London, Egham, UK, 1997 (Postscript)
  • J. Weston, A Gammerman, M. O. Stitson, V. Vapnik, V.Vovk, C. Watkins,
    “Density Estimation using SV Machines”, CSD-TR-97-23, Royal Holloway, University of London, Egham, UK, 1997 (Postscript)
  • M. O. Stitson,
    “UNIX Users Introduction Course”, CPD Course Text, Royal Holloway, University of London, 1997. Postscript/HTML
  • Mark O. Stitson,
    “Support Vector Machines”, Theory and Practice of Machine Learning, Dagstuhl-Seminar-Report 163, ISSN 0940-1121, 1997.
  • C. Saunders, M. O. Stitson, J. Weston, L. Bottou, B. Schölkopf, A. Smola,
    “Support Vector Machine Reference Manual”, CSD-TR-98-03, Royal Holloway, University of London, Egham, UK, 1998 (Postscript) Software available at http://svm.cs.rhul.ac.uk/.
  • M. O. Stitson, A. Gammerman, V. Vapnik, V. Vovk and C. Watkins, J. Weston,
    “Support Vector Regression with ANOVA Decomposition Kernels” ,Chapter 17, Advances in Kernel Methods – Support Vector Learning, MIT Press, 1998.
  • J. Weston, A. Gammerman, M. O. Stitson, V. Vapnik, V. Vovk and C. Watkins,
    “Support Vector Density Estimation” ,Chapter 18, Advances in Kernel Methods – Support Vector Learning, MIT Press, 1998. (11 pages)
  • M. O. Stitson,
    “Design, Implementation and Applications of the Support Vector Method Learning Algorithm”, PhD Thesis, Royal Holloway, University of London, 1999. (200 pages)
  • M. O. Stitson,
    “Writing Web Pages using HTML”, CPD Course Text, Royal Holloway, University of London, 1997.
  • P. van Trappen, M. Stitson, R. Wools, S. Barnhill, V. Vapnik, A.Gammerman and I. Jacobs,
    “Preoperative Differentiation of Ovarian Tumors using Support Vector Machine and Risk Malignancy Index”, Proceedings of the International Federation of Obstetrics and Gynaecology (FIGO) Conference, Washington, 2000.
  • M. Stitson
    “Ehrenamtler und Karteileichen”, page 120, DAV Panorama, Muenchen, April 2009.

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