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Find an ExpertProfiling the University of Melbourne's Researchers

DR JAYAVARDHANA GUBBI



Contact Details

Organization: Electrical and Electronic Engineering
Position: RESEARCH FELLOW IN BIOMEDICAL SIGNAL PROCESSING
Email:
Homepage: http://www.ee.unimelb.edu.au/people/jrgl/
Room: 214
Level: 02
Building: Walter Boas
Campus: Parkville

Research Expertise and International Linkages

Research Expertise

Research Interest Key Words Country of Expertise
Biomedical Signal and Image Processing, Computational Biology and Bioinformatics, Machine Learning, Support Vector Machines, hidden Markov Models Australia, India
Signal and Image Processing, Pattern Recognition Morphological Operations, Speech Synthesis and Recognition, Segmentation, Tumor Tracking Australia, India

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Doctor of Philosophy University of Melbourne 15-Dec-2007
Bachelor of Engineering - Medical Electronics Bangalore University 01-Nov-2000

Memberships

Membership Type Membership Body Description Start Date End Date
Member Bio-Medical Engineering Society of India Life Membership of BMESI 01-Jan-2001
Member Institute of Electrical and Electronics Engineers-IEEE Member 24-Oct-2007 31-Dec-2009

Other Awards

Award Type Awarding Body Comments Date Awarded
Other (Award) Japanese Society of Bioinformatics JSBi Young Scientist Travel Grant (50,000 Yens) 18-Dec-2006
Other (Award) Bioinformation Journal Best Student Paper Award (With A. Shilton, M. Parker and M. Palaniswami) 27-Apr-2006
Scholarship DEST, Australia International Postgraduate Research Scholarship (Jun 2003 to Apr 2007) 21-Jun-2003
Scholarship University of Melbourne Melbourne International Research Scholarship (Jun 2003 to Dec 2006) 21-Jun-2003

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 2009

Book Chapters

  • Kernel Methods in Protein Structure Prediction
    Year: 2009
    Book: Machine Learning in Bioinformatics
    Publisher: John Wiley & Sons
    Authors(s):

Journal Articles

  • Automated Scoring of Obstructive Sleep Apnea and Hypopnea Events Using Short-Term Electrocardiogram Recordings
    Year: 2009
    Journal: IEEE Transactions on Information Technology in Biomedicine
    Volume: 13
    Issue: 6
    Page numbers: 1057-1067
    Author(s):
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  • Complex Correlation Measure: a Novel Descriptor for Poincaré Plot
    Year: 2009
    Journal: BioMedical Engineering OnLine
    Volume: 8
    Issue: 13 August 2009 (17)
    Page numbers: 1-12
    Author(s):
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  • Defining asymmetry in heart rate variability signals using a Poincaré plot
    Year: 2009
    Journal: Physiological Measurement
    Volume: 30
    Issue: 11
    Page numbers: 1227-1240
    Author(s):
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  • Smoke detection in video using wavelets and support vector machines
    Year: 2009
    Journal: Fire Safety Journal
    Volume: 44
    Issue: 8
    Page numbers: 1110-1115
    Author(s):
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Publications in 2008

Conference Publications/Papers

  • Jeeva: Enterprise Grid Enabled Web Portal for Protein Secondary Structure Prediction


    Year: 2008
    Event name: ADCOM 2008 - 16th International Conference on Advanced Computing and Communications
    Conference Publication: Proceedings of the 16th International Conference on Advanced Computing and Communications
    Page numbers: 141-147
    Publisher: IEEE(Chennai)
    Author(s):
  • Pulmonary tumor volume delineation in PET images using deformable models
    Year: 2008
    Event name: 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Conference Publication: Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: 'Personalized Healthcare through Technology'
    Page numbers: 3118-3121
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Pulmonary tumor volume detection from positron emission tomography images
    Year: 2008
    Event name: First International Conference on BioMedical Engineering and Informatics (BMEI 2008)
    Conference Publication: Proceedings of the First International Conference on BioMedical Engineering and Informatics (BMEI 2008)
    Volume: II
    Page numbers: 213-217
    Publisher: IEEE Computer Society(California)
    Author(s):
    URL - restricted access http://ieeexplore.ieee.org/Xplore/login.jsp?url=/iel5/4548614/4549114/04549165.pdf?temp=x
  • Recognizing central and obstructive sleep apnea events from normal breathing events in ECG recordings
    Year: 2008
    Event name: Computers in Cardiology 2008
    Conference Publication: Computers in Cardiology
    Page numbers: 681-684
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Sensor Network Challenges in The Great Barrier Reef Marine Environment
    Year: 2008
    Event name: ICT - Mobile Summit 2008
    Conference Publication: ICT - Mobile Summit 2008
    Page numbers: 1-9
    Publisher: IIMC International Information Management Corporation Ltd(Dublin)
    Author(s):

Computer Software Products

  • Smoke Detection
    Year: 2008
    Version:: 2
    Publisher: University of Melbourne(Parkville)
    Place: ,
    Author(s):

Audio Visual Recordings

    Publications in 2007

    Conference Publications/Papers

    • A pilot study of automatic lung tumor segmentation from Positron Emission Tomography images using standard uptake values
      Year: 2007
      Event name: 2007 IEEE Symposium Series on Computational Intelligence in Image and Signal Processing (CIISP 2007)
      Conference Publication: Proceedings of the 2007 IEEE Symposium Series on Computational Intelligence in Image and Signal Processing (CIISP 2007)
      Page numbers: 363-368
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Finding Motifs in miRNA Sequences
      Year: 2007
      Event name: 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007)
      Conference Publication: Proceedings 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007) in conjunction with 1st IEEE/ACIS International Workshop on e-Activity (IWEA 2007)
      Page numbers: 507-512
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
      URL - restricted access http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4276339&arnumber=4276432&count=198&index=92
    • 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):
    • Solving protein structures using molecular replacement via protein fragments
      Year: 2007
      Event name: 7th International Workshop on Fuzzy Logic and Applications, WILF 2007
      Conference Publication: Applications of Fuzzy Sets Theory: Lecture Notes in Artificial Intelligence
      Volume: 4578
      Page numbers: 627-634
      Publisher: Springer-Verlag Heidelberg(Berlin)
      Author(s):
    • Target Localization using Machine Learning
      Year: 2007
      Event name: International Conference on Informatics in Control Automation and Robotics (ICINCO 2005)
      Conference Publication: Informatics in Control, Automation and Robotics II
      Page numbers: 27-33
      Publisher: Springer(New York)
      Author(s):

    Publications in 2006

    Journal Articles

    Conference Publications/Papers

    • A study on the effect of using physico-chemical features in protein secondary structure prediction
      Year: 2006
      Event name: 7th International FLINS Conference
      Conference Publication: Applied Artificial Intelligence: Proceedings of the 7th International FLINS Conference
      Page numbers: 609-616
      Publisher: World Scientific Publishing Co(New Jersey)
      Author(s):
    • 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

    • Prediction of cystine connectivity using SVM
      Year: 2005
      Journal: Bioinformation
      Volume: 1
      Page numbers: 69-74
      Author(s):
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    Conference Publications/Papers

    • Cleavage knowledge extraction in HIV-1 protease using hidden Markov model
      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: 1-5
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • 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):

    Publications in 2002

    Conference Publications/Papers

    • A complete text-to-speech synthesis system in Tamil
      Year: 2002
      Event name: 2002 IEEE Workshop on Speech Synthesis
      Conference Publication: Proceedings of 2002 Workshop on Speech Synthesis
      Page numbers: 191-194
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):

    Publications in 2001

    Conference Publications/Papers

    • Machine reading of Tamil books - An aid for the blind
      Year: 2001
      Event name: International Conference on Biomedical Engineering 2001
      Conference Publication: Proceedings of International Conference on Biomedical Engineering 2001
      Page numbers: 173-177
      Publisher: Indian Institute of Science(Bangalore)
      Author(s):
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