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A/PROF BAIKUNTH NATH



Contact Details

Organization: Computer Science and Software Engineering
Position: Honorary (Principal Fellow)
Email:
Homepage: www.cs.mu.oz.au/~bnath
Work: 83441400
Fax: 93481184
Room: 3.27
Level: 03
Building: 111-117 Barry St.
Campus: Parkville

Research Expertise and International Linkages

Research Expertise

Research Interest Country of Expertise
Hybrid Intelligent Systems, Image Processing, Data Mining, Neural Networks, Financial Forecasting, Scheduling and Optimisation, Operations Research Australia

International Linkages

Country Establishment Collaboration
Canada University of Calgary Research
China Harbin Engineering University Research
India Indian Institute of Technology Research

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Graduate Diploma in Business Systems Monash University 31-Dec-1989
Master of Arts Panjab University 31-Dec-1964
Doctor of Philosophy The University of Queensland 31-Dec-1974

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 2008

Journal Articles

  • An Optimal Sensor Architecture for Wi-Fi Intrusion Detection
    Year: 2008
    Journal: International Journal of Computer Science and Network Security
    Volume: 8
    Issue: 2
    Page numbers: 10-19
    Author(s):
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Conference Publications/Papers

  • An Efficient Method for Vessel Width Measurement on Color Retinal Images
    Year: 2008
    Event name: Biosignals 2008 - International Conference on Bio-inspired Systems and Signal Processing
    Conference Publication: Proceedings of the International Conference on Bio-inspired Systems and Signal Processing
    Page numbers: 178-185
    Publisher: INSTICC Press(Setubal)
    Author(s):
  • User Session Modeling for Effective Application Intrusion Detection
    Year: 2008
    Event name: SEC 2008 - 23rd International Information Security Conference
    Conference Publication: Proceedings of the IFIP TC 11 23rd International Information Security Conference
    Page numbers: 269-283
    Publisher: Springer Verlag
    Author(s):
  • Vessel Cross-Sectional Diameter Measurement on Color Retinal Image
    Year: 2008
    Event name: BIOSTEC 2008 - International Joint Conference on Biomedical Engineering Systems and Technologies
    Conference Publication: Biomedical Engineering Systems and Technologies (Communications in Computer and Information Science)
    Volume: 25
    Page numbers: 214-227
    Publisher: Springer Verlag
    Author(s):
  • X-Mode: A Real Time Approach of Discriminating Wi-Fi network Impersonators
    Year: 2008
    Event name: 4th International Conference on Next Generation Web Services Practices
    Conference Publication: Proceedings of the 4th International Conference on Next Generation Web Services Practices
    Page numbers: 151-158
    Publisher: IEEE Computer Society(California)
    Author(s):

Publications in 2007

Journal Articles

  • A fusion model of HMM, ANN and GA for stock market forcasting
    Year: 2007
    Journal: Expert Systems with Applications
    Volume: 33
    Issue: 1
    Page numbers: 171-180
    Author(s):
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Conference Publications/Papers

Publications in 2006

Book Chapters

Journal Articles

Conference Publications/Papers

Publications in 2005

Conference Publications/Papers

  • Data Compression Using Huffman Coding - A Novel Approach
    Year: 2005
    Event name: IADIS International Conference on Applied Computing
    Conference Publication: Applied Computing 2005
    Volume: 2
    Page numbers: 143-147
    Publisher: IADIS Press(Lisbon)
    Author(s):
  • Stock Market Forecasting using Hidden Markov Model: A New Approach
    Year: 2005
    Event name: 5th International Conference on Intelligent Systems Design and Applications
    Conference Publication: Proceedings of the 5th International Conference on Intelligent Systems Design and Applications
    Page numbers: 192-196
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Using HMM For Forecasting Stock Market Index
    Year: 2005
    Event name: 8th International Conference on Computer and Information Technology
    Conference Publication: Proceedings of the 8th International Conference on Computer and Information Technology
    Page numbers: 569-573
    Publisher: Islamic University of Technology(Gazipur)
    Author(s):

Publications in 2004

Journal Articles

  • Image Segmentation Based on Competitive Learning
    Year: 2004
    Journal: Journal of Marine Science and Application
    Volume: 3
    Issue: 1
    Page numbers: 71-74
    Publisher: Harbin Engineering University(Harbin)
    Author(s):
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Conference Publications/Papers

  • Image Processing Techniques of Landmines: A Review
    Year: 2004
    Event name: International Conference on Intelligent Sensing and Information Processing
    Conference Publication: Proceedings of the International Conference on Intelligent Sensing and Information Processing
    Page numbers: 143-148
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Landmine Feature Extraction and Classification of GPR Data Based on SVM Method
    Year: 2004
    Event name: International Symposium on Neural Networks (ISSN 2004)
    Conference Publication: Advances in Neural Networks - ISNN 2004
    Volume: 3173
    Page numbers: 636-641
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Landmine Location from GPR Data using Neural Networks
    Year: 2004
    Event name: First World Congress on Lateral Computing WCLC 2004
    Conference Publication: Proceedings of the First World Congress on Lateral Computing WCLC 2004
    Page numbers: 1-6
    Publisher: World Federation on Lateral Computing(Bangalore)
    Author(s):
  • Processing and Analysis of Ground Penetrating Radar Landmine Detection
    Year: 2004
    Event name: 17th International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems
    Conference Publication: Innovations in Applied Artificial Intelligence
    Volume: 3029
    Issue: 1209
    Page numbers: 1204
    Publisher: Springer Verlag(Berlin)
    Author(s):

Publications in 2002

Conference Publications/Papers

  • A Linear Genetic Programming Approach for Modeling Electricity Demand Prediction in Victoria
    Year: 2002
    Event name: First International Conference on Hybrid Information Systems
    Conference Publication: Advances in Soft Computing: Proceedings of the First International Conference on Hybrid Information Systems
    Page numbers: 379-394
    Publisher: Physica-Verlag
    Author(s):
  • Performance Analysis of Connectionist Paradigms for Modeling Chaotic Behaviour of Stock Indices
    Year: 2002
    Event name: Computational Intelligence and Applications: the Second International Conference on Intelligent Systems Design and Applications
    Conference Publication: Proceedings of the Second International Conference on Intelligent Systems Design and Applications
    Page numbers: 181-186
    Publisher: Dynamic Publishers Inc(Atlanta)
    Author(s):
  • Reactive Load Control of Parallel Transformer Operations Using Neural Networks
    Year: 2002
    Event name: the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
    Conference Publication: Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
    Page numbers: 824-830
    Publisher: Springer-Verlag London(Surrey)
    Author(s):

Publications in 2001

Journal Articles

  • A Neuro-Fuzzy Approach for Modelling Electricity Demand In Victoria
    Year: 2001
    Journal: Applied Soft Computing
    Volume: 1
    Issue: 2
    Page numbers: 127-138
    Author(s):
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  • ALEC- An Adaptive Learning Framework for Optimising Artificial Neural Networks
    Year: 2001
    Journal: Lecture Notes in Computer Science
    Volume: 2074
    Page numbers: 171-180
    Author(s):
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  • Hybrid Intelligent Systems for Stock Market Analysis
    Year: 2001
    Journal: Lecture Notes in Computer Science
    Volume: 2074
    Page numbers: 337-345
    Author(s):
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Conference Publications/Papers

  • Genetic Programming: A Review of Some Concerns
    Year: 2001
    Event name: ICCS 2001 - International Conference on Computational Science
    Conference Publication: Computational Science - ICCS 2001 (Lecture Notes in Computer Science)
    Page numbers: 1031-1040
    Publisher: Springer Verlag
    Author(s):
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