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MR ALISTAIR PETER SHILTON



Contact Details

Organization: Electrical and Electronic Engineering
Position: RESEARCH FELLOW IN SENSOR NETWORKS
Email:
Homepage: http://www.ee.unimelb.edu.au/people/apsh/index.html

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Science/Engineering University of Melbourne 31-Dec-1999
Doctor of Philosophy University of Melbourne 27-Apr-2006

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Publications

Publications produced at the University of Melbourne and reported in the Annual Publications Collection and 'Research Report' since 2001. The Themis Publications module, released in November 2006, allows additional publications from previous institutions and publications from past years to be entered.

Publications in 2007

Conference Publications/Papers

  • Detecting selective forwarding attacks in wireless sensor networks using support Vector machines
    Year: 2007
    Event name: 2007 Intelligent Sensors Sensor Networks and Information Processing Conference
    Conference Publication: Proceedings of 2007 Intelligent Sensors Sensor Networks and Information Processing Conference (ISSNIP)
    Page numbers: 335-340
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Iterative Fuzzy Support Vector Machine Classification
    Year: 2007
    Event name: IEEE International Conference on Fuzzy Systems
    Conference Publication: 2007 IEEE International Conference on Fuzzy Systems
    Page numbers: 1391-1396
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Quaternionic and complex-valued Support Vector Regression for Equalization and Function Approximation
    Year: 2007
    Event name: The 2007 International Joint Conference on Neural Networks
    Conference Publication: IJCNN 2007 Conference Proceedings. The 2007 International Joint Conference on Neural Networks
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Real value solvent accessibility prediction using adaptive support Vector regression
    Year: 2007
    Event name: 2007 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2007)
    Conference Publication: Proceedings of the 2007 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2007)
    Page numbers: 395-401
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2006

Book Chapters

  • Computational intelligence techniques
    Year: 2006
    Book: Computational Intelligence for Movement Sciences: Neural Networks, Support Vector Machines and Other Emerging Techniques
    Publisher: Idea Group(Philadelphia)
    Authors(s):

Conference Publications/Papers

  • Protein topology classification using two-stage support Vector machines
    Year: 2006
    Event name: Seventeenth International Conference on Genome Informatics (GIW 2006)
    Conference Publication: Genome Informatics 2006
    Volume: 17
    Issue: 2
    Page numbers: 259-269
    Publisher: Universal Academy Press
    Author(s):

Publications in 2005

Journal Articles

  • Incremental training of support Vector machines
    Year: 2005
    Journal: IEEE Transactions on Neural Networks
    Volume: 16
    Issue: 1
    Page numbers: 114-131
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Prediction of cystine connectivity using SVM
    Year: 2005
    Journal: Bioinformation
    Volume: 1
    Issue: 2
    Page numbers: 69-74
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • A convergence rate estimate for the SVM decomposition method
    Year: 2005
    Event name: International Joint Conference on Neural Networks (IJCNN) 2005
    Conference Publication: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005
    Page numbers: 931-936
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
    URL - open access http://eprints.infodiv.unimelb.edu.au/archive/00001501/
  • Disulphide bridge prediction using fuzzy support Vector machines
    Year: 2005
    Event name: 3rd International Conference on Intelligent Sensing and Information Processing
    Conference Publication: Proceedings of the 3rd International Conference on Intelligent Sensing and Information Processing
    Page numbers: 49-54
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Stability analysis of the decomposition method for solving Support Vector Machines
    Year: 2005
    Event name: 2005 International Conference on Intelligent Sensing & Information Processing
    Conference Publication: 2005 International Conference on Intelligent Sensing & Information Processing (ICISIP) Proceedings
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2004

Conference Publications/Papers

  • A modified ν-SV method for simplified regression
    Year: 2004
    Event name: International conference on intelligent sensing and information processing (ICISIP) 2004
    Conference Publication: Proceedings of the international conference on intelligent sensing and information processing (ICISIP) 2004
    Page numbers: 422-427
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2002

Conference Publications/Papers

  • Adaptive support vector machines for regression
    Year: 2002
    Event name: 9th International Conference on Neural Information Processing (ICONIP'O2)
    Conference Publication: Proceedings of the 9th International Conference on Neural Information Processing (ICONIP'O2)
    Volume: 2
    Page numbers: 1043-1049
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Distributed data fusion using support vector machines
    Year: 2002
    Event name: The Fifth International Conference on Information Fusion
    Conference Publication: Proceedings of the Fifth International Conference on Information Fusion
    Page numbers: 881-885
    Publisher: Omnipress(Los Angeles)
    Author(s):
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