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PROF SAMAN HALGAMUGE



Contact Details

Organization: Mechanical Engineering
Position: PROFESSOR
Email:
Homepage: http://www.mame.mu.oz.au/people/staff/saman_halgamuge.html
Work: 8344 5587
Fax: 9347 8784
Building: Mechanical Engineering
Campus: Parkville

Research Expertise and International Linkages

International Linkages

Country Establishment Collaboration
Taiwan Academia Sinica - Institute of History and Philology Research
Germany University of Magdeburg Research
Germany Darmstadt University Of Technology Exchange, Research
Sri Lanka University of Peradeniya Research
Sri Lanka University of Moratuwa Exchange, Research

Languages

Languages

Language Proficiency
German Read and Write
Sinhalese Read and Write

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Science (Electronics and Telecommunication Engineering) University of Moratuwa 31-Dec-1984
Master of Science (Computer Engineering) Darmstadt University Of Technology 31-Oct-1990
Doctor of Philosophy Darmstadt University Of Technology 11-Nov-1995

Memberships

Membership Type Membership Body Description Start Date End Date
Senior Member Institute of Electrical and Electronic Engineers (IEEE) Senior Member of the Institute of Electrical and Electronic Engineers (IEEE) 01-Jan-2005

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Grants and Contracts

Research Grants, Contracts and Consultancies awarded to the University of Melbourne as the administering institution (since 2003) as recorded in Themis Agreements.

Grants

Title Role Funding Source Scheme Award Date
Advanced control and estimation strategies for electromechanical brake-by-wire systems Chief Investigator PACIFICA GROUP TECHNOLOGIES,
AUST RESEARCH COUNCIL
Linkage Projects (AUST RESEARCH COUNCIL) 01/01/2003
Pattern recognition and interpretation in sequence data Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2004
Sequence data analysis Chief Investigator AUST RESEARCH COUNCIL Linkage International Awards 01/01/2004
COLLECTION, SHARING, VISUALISATION AND ANALYSIS OF LOCALLY GATHERED INFORMATION FROM GEOGRAPHICALLY REMOTE AREAS VUNERABLE TO TIDAL WAVES Chief Investigator AUST RESEARCH COUNCIL ARC Special Research Initiatives E-Research 01/01/2005
ARC LINKAGE AGREEMENT LP0560886 - OPTIMISING TRAIN DRIVER VIGILANCE SYSTEM: REACTIVATION OF FATIGUED DRIVER Chief Investigator INTEGRATED VIGILANCE SYSTEMS PTY LTD,
UNIVERSITY OF TECHNOLOGY SYDNEY
Linkage Projects (AUST RESEARCH COUNCIL) 01/10/2005
BIGNET - A DISTRIBUTED WIRELESS SENSOR NETWORK TESTBED Chief Investigator AUST RESEARCH COUNCIL Linkage Infrastructure (Equipment and Facilities) 01/01/2008

Contracts

Title Role Funding Source Award Date
Classification of Road Traffic Symbols for Automobiles Chief Investigator ROBERT BOSCH GMBH 01/01/2003

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

Publications in 2008

Journal Articles

  • A comparative study of manufacturing practices and performance variables
    Year: 2008
    Journal: International Journal of Production Economics
    Volume: 112
    Issue: 2
    Page numbers: 841-859
    Author(s):
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  • Binning sequences using very sparse labels within a metagenome
    Year: 2008
    Journal: BMC Bioinformatics
    Volume: 9
    Issue: Article 215
    Page numbers: 1-17
    Author(s):
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  • Class structure visualization with semi-supervised growing self-organizing maps
    Year: 2008
    Journal: Neurocomputing
    Volume: 71
    Issue: 16-18
    Page numbers: 3124-3130
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  • Empirical relationships between some manufacturing practices and performance
    Year: 2008
    Journal: International Journal of Production Research
    Volume: 46
    Issue: 13
    Page numbers: 3583-3613
    Author(s):
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  • Fast splice site detection using information content and feature reduction
    Year: 2008
    Journal: BMC Bioinformatics
    Volume: 9
    Issue: Suppl 12
    Page numbers: 1-12
    Author(s):
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  • Genome classification by gene distribution: An overlapping subspace clustering approach
    Year: 2008
    Journal: BMC Evolutionary Biology
    Volume: 8
    Issue: Article 116
    Page numbers: 1-15
    Author(s):
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  • Polynomial kernel adaptation and extensions to the SVM classifier learning
    Year: 2008
    Journal: Neural Computing and Applications
    Volume: 17
    Issue: 1
    Page numbers: 19-25
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  • Sensitivity-based hierarchical controller architectures for active suspension
    Year: 2008
    Journal: IEEE Transactions on Control Systems Technology
    Volume: 16
    Issue: 1
    Page numbers: 103-112
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  • Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing
    Year: 2008
    Journal: Journal of Biomedicine and Biotechnology
    Volume: 2008
    Issue: Article 513701
    Page numbers: 1-10
    Author(s):
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Conference Publications/Papers

  • Information Theoretic Classification of Problems for Metaheuristics


    Year: 2008
    Event name: SEAL 2008 - 7th International Conference on Simulated Evolution and Learning
    Conference Publication: Simulated Evolution and Learning (Lecture Notes in Computer Science)
    Volume: 5361
    Page numbers: 319-328
    Publisher: Springer Verlag
    Author(s):
  • Support Vector Machine Integrated CCA for Classification of Complex Chemical Patterns
    Year: 2008
    Event name: 2008 International Conference on Bio-Science and Bio-Technology and 2008 Second International Conference on Future Generation Communication and Networking
    Conference Publication: 2008 International Conference on Bio-Science and Bio-Technology (BSBT 2008) and FGCN 2008
    Volume: III
    Page numbers: 21-23
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

Publications in 2007

Books

  • Frontiers in the Convergence of Bioscience and Information Technologies: FBIT 2007
    Year: 2007
    Publisher: IEEE Computer Society(Los Alamitos)
    Authors(s):

Journal Articles

  • An optimized anti-lock braking system in the presence of multiple road surface types
    Year: 2007
    Journal: International Journal of Adaptive Control and Signal Processing
    Volume: 21
    Issue: 6
    Page numbers: 477-498
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  • Fuel economy improvements for urban driving: Hybrid vs. intelligent vehicles
    Year: 2007
    Journal: Transportation Research Part C - Emerging Technologies
    Volume: 15
    Issue: 1
    Page numbers: 1-16
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  • Gabor Wavelet Similarity Maps for Optimising Hierarchical Road Sign Classifiers
    Year: 2007
    Journal: Pattern Recognition Letters
    Volume: 28
    Issue: 2
    Page numbers: 260-267
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  • Gene function prediction based on genomic context clustering and discriminative learning: an application to bacteriophages
    Year: 2007
    Journal: BMC Bioinformatics
    Volume: 8
    Issue: Suppl 4
    Page numbers: 1-9
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  • Hierarchical and Interpretable Connectionist Structure Generation from Data
    Year: 2007
    Journal: International Journal of Computational Intelligence Research
    Volume: 3
    Issue: 1
    Page numbers: 41-45
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  • Rigorous analysis of numerical phase and group velocity bounds in Yee's FDTD grid
    Year: 2007
    Journal: IEEE Microwave and Wireless Components Letters
    Volume: 17
    Issue: 8
    Page numbers: 556-558
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Conference Publications/Papers

  • A method for evaluating quality of clustering DNA fragments encoded in different nucleotide frequencies
    Year: 2007
    Event name: Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007)
    Conference Publication: Proceedings of the FBIT 2007 International Conference
    Page numbers: 60-63
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification
    Year: 2007
    Event name: 4th International Symposium on Neural Networks (ISNN 2007)
    Conference Publication: Advances in Neural Networks - ISNN 2007 (Lecture Notes in Computer Science)
    Volume: 4492
    Issue: II
    Page numbers: 1221-1230
    Publisher: Springer-Verlag Heidelberg(Berlin)
    Author(s):
  • Combining news and technical indicators in daily stock price trends prediction
    Year: 2007
    Event name: 4th International Symposium on Neural Networks (ISNN 2007)
    Conference Publication: Advances in Neural Networks - ISNN 2007 (Lecture Notes in Computer Science)
    Volume: 4493
    Issue: III
    Page numbers: 1087-1096
    Publisher: Springer-Verlag Heidelberg(Berlin)
    Author(s):
  • Driver fatigue detection by fusing multiple cues
    Year: 2007
    Event name: 4th International Symposium on Neural Networks (ISNN 2007)
    Conference Publication: Advances in Neural Networks - ISNN 2007 (Lecture Notes in Computer Science)
    Volume: 4492
    Issue: II
    Page numbers: 801-809
    Publisher: Springer-Verlag Heidelberg(Berlin)
    Author(s):
  • Improving training speed of Support Vector Machines by creating exploitable trends of Langrangian variables: an application to DNA splice site detection
    Year: 2007
    Event name: Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007)
    Conference Publication: Proceedings of the FBIT 2007 International Conference
    Page numbers: 230-233
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Mobile sensor management for target tracking
    Year: 2007
    Event name: 2007 2nd International Symposium on Wireless Pervasive Computing
    Conference Publication: 2007 2nd International Symposium on Wireless Pervasive Computing
    Page numbers: 506-510
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks
    Year: 2007
    Event name: GPC 2007
    Conference Publication: Advances in Grid and Pervasive Computing: Lecture Notes in Computer Science. Second International Conference, GPC 2007 Proceedings
    Issue: 4459
    Page numbers: 89-99
    Publisher: Springer-Verlag Heidelberg(Berlin)
    Author(s):
  • Using the active appearance model to detect driver fatigue
    Year: 2007
    Event name: 2007 Third International Conference on Information and Automation for Sustainability
    Conference Publication: Proceedings of the 2007 Third International Conference on Information and Automation for Sustainability
    Page numbers: 124-128
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2006

Journal Articles

  • Optimal Weighting of Landmarks for Face Recognition


    Year: 2006
    Journal: Journal of Multimedia
    Volume: 1
    Issue: 3
    Page numbers: 31-41
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  • A comparison of fuel consumption between hybrid and intelligent vehicles during urban driving
    Year: 2006
    Journal: J. Automobile Engineering
    Volume: 220
    Issue: 1
    Page numbers: 67-76
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  • Analysis of SD sequences in completed microbial genomes: Non-SD-led genes are as common as SD-led genes
    Year: 2006
    Journal: Gene
    Volume: 373
    Page numbers: 90-99
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  • Splice site identification using probabilistic parameters and SVM classification
    Year: 2006
    Journal: BMC Bioinformatics
    Volume: 7(Suppl 5)
    Issue: S15
    Page numbers: 1-15
    Author(s):
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Conference Publications/Papers

  • Scalable Dynamic Self-Organising Maps for Mining Massive Textural Data


    Year: 2006
    Event name: 13th International Conference on Neural Information Processing
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4234
    Page numbers: 260-267
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):
  • Manufacturing Yield improvement by Clustering
    Year: 2006
    Event name: International Conference on Neural Information Processing (ICONIP� 06)
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4234
    Page numbers: 526-534
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):
  • Optimised Landmark Model Matching for Face Recognition
    Year: 2006
    Event name: 7th International Conference on Automatic Face and Gesture Recognition 2006
    Conference Publication: 7th International Conference on Automatic Face and Gesture Recognition 2006
    Page numbers: 120-125
    Publisher: Institute of Electrical and Electronics Engineers(New Jersey)
    Author(s):
  • Optimization of All SI Engine Combustion Control and Related Events for Efficiency
    Year: 2006
    Event name: SAE 2006 World Congress
    Conference Publication: Society of Automotive Engineers 2006 World Congress & Exhibition
    Page numbers: 2006-01-0045
    Publisher: Society of Automotive Engineers(Warrendale)
    Author(s):
  • Optimized sink node path using particle swarm optimization. Mendis, C.; Guru, S.M.; Halgamuge, S.; Fernando, S.;
    Year: 2006
    Event name: 20th International Conference on Advanced Information Networking and Applications, 2006
    Conference Publication: 20th International Conference on Advanced Information Networking and Applications, 2006
    Volume: 2
    Page numbers: 1-5
    Publisher: IEEE Computer Society(California)
    Author(s):
    Editor(s):
  • Semi-supervised learning of dynamic self-organising maps
    Year: 2006
    Event name: 13th International Conference on Neural Information Processing
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4232
    Page numbers: 915-924
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):
  • Sensor Scheduling for Target Tracking Usinf Particle Swarm Optimization
    Year: 2006
    Event name: 2006 IEEE Spring Vehicular Technology Conference
    Conference Publication: 2006 IEEE Spring Vehicular Technology Conference
    Volume: 2
    Page numbers: 573-577
    Publisher: IEEE Press(New Jersey)
    Author(s):
    Editor(s):

Publications in 2005

Books

  • Classification and clustering for knowledge discovery
    Year: 2005
    Publisher: Springer Verlag(Berlin)
    Authors(s):
  • Computational intelligence for modelling and prediction
    Year: 2005
    Publisher: Springer Verlag(Berlin)
    Authors(s):

Journal Articles

  • An extended growing self-organizing map for selection of clusters in sensor networks
    Year: 2005
    Journal: International Journal of Distributed Sensor Networks
    Volume: 1
    Issue: 2
    Page numbers: 227-243
    Publisher: Taylor & Francis Ltd(Philadelphia)
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  • Optimized rule-based delay proportion adjustment for differentiated service
    Year: 2005
    Journal: IEEE Journal on Selected Areas in Communications
    Volume: 23
    Issue: 2
    Page numbers: 261-275
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
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Major Reference Works

  • Drive and control system for hybrid electric vehicles:Handbook of Automotive Power Electronics and Motor Drives
    Year: 2005
    Reference Work Title: Drive and control system for hybrid electric vehicles
    Publisher: Taylor & Francis Ltd(Boca Raton)
    Author(s):
  • Power electronics applications in vehicle and passenger safety:Handbook of automotive power electronics and motor drives
    Year: 2005
    Reference Work Title: Power electronics applications in vehicle and passenger safety
    Publisher: Taylor & Francis Ltd(Boca Raton)
    Author(s):

Conference Publications/Papers

  • Detection of faulty semiconductor wafers using dynamic growing self organizing map
    Year: 2005
    Event name: IEEE Tencon 2005
    Conference Publication: Tencon 2005-2005 IEEE Region 10
    Page numbers: 1-6
    Publisher: Swinburne Press(Melbourne)
    Author(s):
  • Face localisation for driver fatigue recognition
    Year: 2005
    Event name: The Iternational Conference on Information and Automation
    Conference Publication: Proceedings of the International Conference on Information and Automation
    Page numbers: 13-18
    Publisher: IEEE(Colombo)
    Author(s):
  • Managing quality and reliability of products under new challeges: an australian study
    Year: 2005
    Event name: International Manufacturing Leaders Forum - Global Competitive Manufacturing
    Conference Publication: Proceedings of The International Manufacturing Leaders Forum 2005
    Page numbers: 1-9
    Publisher: University of South Australia(Adelaide)
    Author(s):
  • On the potential for improving fuel economy using a traffic flow sensor network
    Year: 2005
    Event name: 2005 International Conference on Intelligent Sensing & information Processing
    Conference Publication: Procceedings of ICISIP - 2005
    Page numbers: 38-43
    Publisher: IEEE(Chennai)
    Author(s):
  • Particle swarm optimiser for cluster formation wireless sensor networks
    Year: 2005
    Event name: The 2nd International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Conference Publication: Proceedings of the 2005 Intelligent Sensors, Sensor Networks and Information Processing Conference
    Page numbers: 319-324
    Publisher: IEEE Press(Melbourne)
    Author(s):
  • Region identification on a trained growing self-organizing map for sequence separation between different phylogenetic genomes
    Year: 2005
    Event name: BIOINFO 2005
    Conference Publication: BIOINFO 2005 - Proceedings of the 2005 International Joit Conference of InCoB, AASBi and KSBI
    Page numbers: 124-129
    Publisher: KAIST Press(Kwangju)
    Author(s):
  • Splice site detection using a combination of Markov model and neural network
    Year: 2005
    Event name: BIOINFO 2005
    Conference Publication: BIOINFO 2005 - Proceedings of the 2005 International Joit Conference of InCoB, AASBi and KSBI
    Page numbers: 167-172
    Publisher: KAIST Press(Kwangju)
    Author(s):
  • Using particle swarm optimisation for elastic bunch graph matching to recognise faces
    Year: 2005
    Event name: IEEE Tencon 2005
    Conference Publication: Tencon 2005-2005 IEEE Region 10
    Page numbers: 1-6
    Publisher: Swinburne Press(Melbourne)
    Author(s):
  • Vehicle number plate detection in outdoor images
    Year: 2005
    Event name: Intelligent Vehicles & Road Infrastructure Conference
    Conference Publication: Intelligent Vehicles & Road Infrastructure Conference - Conference Proceedings
    Page numbers: 1-6
    Publisher: SAE Australasia(Melbourne)
    Author(s):

Publications in 2004

Journal Articles

  • Intelligent fastening with A-BOLTTM technology and sensor networks
    Year: 2004
    Journal: Assembly Automation
    Volume: 24
    Issue: 4
    Page numbers: 386-393
    Publisher: Emerald
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  • Particle swarm optimisation for protein motif discovery
    Year: 2004
    Journal: Genetic Programming and Evolvable Machines
    Volume: 5
    Issue: 2
    Page numbers: 203-214
    Publisher: Kluwer Academic Publishers
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  • Reducing the number of training samples for fast support vector machine classification
    Year: 2004
    Journal: Neural Information Processing - Letters and Reviews
    Volume: 2
    Issue: 3
    Page numbers: 57-65
    Publisher: KAIST Press
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  • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    Year: 2004
    Journal: IEEE Transactions on Evolutionary Computation
    Volume: 8
    Issue: 3
    Page numbers: 240-255
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New Jersey)
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  • Stability of hierarchical fuzzy systems generated by Neuro-Fuzzy
    Year: 2004
    Journal: Soft Computing
    Volume: 8
    Issue: 6
    Page numbers: 409-416
    Publisher: Springer Verlag
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  • Unsupervised class discovery and feature selection using an improved hierarchical dynamic self-organizing map
    Year: 2004
    Journal: Neural Information Processing - Letters and Reviews
    Volume: 3
    Issue: 1
    Page numbers: 1-10
    Publisher: KAIST Press
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Conference Publications/Papers

  • A loss distribution method to provide quantitative loss differentiated services in a shared buffer
    Year: 2004
    Event name: The 2004 International Conference on Information and Communication Technologies
    Conference Publication: Proceedings of The 2004 International Conference on Information and Communication Technologies
    Volume: 1
    Issue: 4
    Page numbers: 221-227
    Publisher: Assumption University(Bangkok)
    Author(s):
  • Cluster formation in wireless sensor networks using evolutionary computing techniques
    Year: 2004
    Event name: The 2004 International Conference on Information and Communication Technologies
    Conference Publication: Proceedings of The 2004 International Conference on Information and Communication Technologies
    Volume: 1
    Issue: 4
    Page numbers: 122-128
    Publisher: Assumption University(Bangkok)
    Author(s):
  • Clustering sensor networks using growing self-organising map
    Year: 2004
    Event name: The 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Conference Publication: Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Volume: 1
    Page numbers: 91-96
    Publisher: IEEE Press(Melbourne)
    Author(s):
  • Enhanced ICSI engine performance with particle swarm optimization
    Year: 2004
    Event name: Third International Conference on SYNERGY OF FUEL AND AUTOMOTIVE TECHNOLOGY FOR A CLEANER ENVIRONMENT
    Conference Publication: Proceedings of Third International Conference on SYNERGY OF FUEL AND AUTOMOTIVE TECHNOLOGY FOR A CLEANER ENVIRONMENT
    Volume: 1
    Page numbers: 487-492
    Publisher: SAE(New Delhi)
    Author(s):
  • New SI engine optimisation techniques
    Year: 2004
    Event name: FISITA 2004, World Automotive Congress
    Conference Publication: Proceedings of FISITA 2004, World Automotive Congress
    Volume: 1
    Page numbers: 1-15
    Publisher: STA(Barcelona)
    Author(s):
  • Particle swarm optimisation for reactive power and voltage control with grid-integrated wind farms
    Year: 2004
    Event name: IEEE Power Engineering Society General Meeting
    Conference Publication: Proceedings of IEEE Power Engineering Society General Meeting
    Volume: 1
    Page numbers: 303-308
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Self-generating hierarchical fuzzy systems
    Year: 2004
    Event name: International Conference on Intelligent Sensing and Information Processing 2004
    Conference Publication: Proceedings of International Conference on Intelligent Sensing and Information Processing 2004
    Volume: 1
    Page numbers: 348-353
    Publisher: IEEE Press(New Jersey)
    Author(s):

Publications in 2003

Journal Articles

  • An unsupervised hierarchical dynamic self-organising approach to class discovery and marker gene identification in microarray data
    Year: 2003
    Journal: Bioinformatics
    Volume: 19
    Issue: 16
    Page numbers: 2131-2140
    Publisher: Oxford University Press
    Author(s):
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  • An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data
    Year: 2003
    Journal: Bioinformatics
    Volume: 19
    Issue: 16
    Page numbers: 2131-2140
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  • Approximate symbolic pattern matching for protein sequence data
    Year: 2003
    Journal: International Journal of Approximate Reasoning
    Volume: 32
    Issue: 2-3
    Page numbers: 171-186
    Publisher: Elsevier Science(New York)
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  • Computationally advantageous and stable hierarchical fuzzy systems for active suspensions
    Year: 2003
    Journal: IEEE Transactions on Industrial Electronics
    Volume: 50
    Page numbers: 48-61
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Philadelphia)
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  • Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation
    Year: 2003
    Journal: International Journal of Approximate Reasoning
    Volume: 32
    Issue: 2-3
    Page numbers: 259-279
    Publisher: Elsevier Science(New York)
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  • Real time directed data mining with structure adapting neuro-fuzzy networks
    Year: 2003
    Journal: Integrated Computer-Aided Engineering
    Volume: 10
    Issue: 4
    Page numbers: 357-367
    Publisher: IOS Press(Amsterdam)
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Conference Publications/Papers

  • A comparison of constraint-handling methods for the application of particle swarm optimisation to constrained nonlinear optimisation problems
    Year: 2003
    Event name: Congress on Evolutionary Computation, CEC '03
    Conference Publication: Proceedings of the 2003 Congress on Evolutionary Computation, CEC '03
    Volume: 4
    Page numbers: 2419-2425
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Development of hybrid interface for intelligent sensor management
    Year: 2003
    Event name: The Third International Conference on Hybrid Intelligent System
    Conference Publication: The Third International Conference on Hybrid Intelligent System
    Volume: 104
    Page numbers: 820-829
    Publisher: IOS Press(Amsterdam)
    Author(s):
  • Engineering optimisation with evolutionary computation
    Year: 2003
    Event name: 5th International Information Technology Conference
    Conference Publication: 5th International Information Technology Conference
    Volume: 1
    Page numbers: 194-202
    Publisher: University of Colombo, School of Computing(Colombo)
    Author(s):
  • Optimisation of valve timing events of internal combustion engines with particle swarm optimisation
    Year: 2003
    Event name: Congress on Evolutionary Computation, CEC '03
    Conference Publication: Proceedings of the 2003 Congress on Evolutionary Computation, CEC '03
    Volume: 4
    Page numbers: 2411-2418
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Protein sequence motif discovery using MotifFinder
    Year: 2003
    Event name: 5th IFAC 2003 Symposium on Modelling and Control in Biomedical Systems
    Conference Publication: 5th IFAC 2003 Symposium on Modelling and Control in Biomedical Systems A proceedings volume from the IFAC symposium
    Volume: 1
    Page numbers: 501-506
    Publisher: Academic Press - Elsevier Science(London)
    Author(s):

Publications in 2002

Books

  • 9-th International Conference on Neural Information Processing; 4-th Asia-Pacific Conference on Simulated Evolution and Learning; 1-st International Conference on Fuzzy Systems and Knowledge Discovery - Abstracts
    Year: 2002
    Publisher: Nanyang Technological University
    Authors(s):
  • 9-th International Conference on Neural Information Processing; 4-th Asia-Pacific Conference on Simulated Evolution and Learning; 1-st International Conference on Fuzzy Systems and Knowledge Discovery - Abstracts
    Year: 2002
    Publisher: Nanyang Technological University
    Authors(s):

Journal Articles

  • Protein motif extraction with neuro-fuzzy optimization
    Year: 2002
    Journal: Bioinformatics
    Volume: 18
    Page numbers: 1084-1090
    Publisher: Oxford University Press
    Author(s):
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Conference Publications/Papers

  • A modified dynamic self-organizing map algorithm for efficient hardware implementation
    Year: 2002
    Event name: 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Conference Publication: Proceedings of the 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Volume: 2
    Page numbers: 646-650
    Publisher: Nanyang Technological University
    Author(s):
  • Automatically tuned hybrid motion controller in the presence of mechanical non-linearities
    Year: 2002
    Event name: 2002 IEEE International Symposium on Intelligent Control
    Conference Publication: Proceedings of the 2002 IEEE international Symposium on Intelligent Control
    Volume: 1
    Page numbers: 200-205
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Cost effective selection of sensor node clusters
    Year: 2002
    Event name: 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Conference Publication: Proceedings of the 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Volume: 1
    Page numbers: 259-263
    Publisher: Nanyang Technological University
    Author(s):
  • Particle swarm optimisation with self-adaptive acceleration coefficients
    Year: 2002
    Event name: 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Conference Publication: Proceedings of the 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Volume: 1
    Page numbers: 264-268
    Publisher: Nanyang Technological University
    Author(s):
  • Particle swarm optimisation with time varying acceleration coefficients
    Year: 2002
    Event name: Joint International Conference on Soft Computing and Intelligent Systems (International Session of 18th SOFT Fuzzy Systems Symposium) and 3rd International Symposium on Advanced Intelligent Systems
    Conference Publication: Proceeding of the joint International Conference on Soft Computing and Intelligent Systems (International Session of 18th SOFT Fuzzy Systems Symposium) and 3rd International Symposium on Advanced Intelligent Systems
    Volume: 1
    Page numbers: 1-6
    Publisher: Japan Society for Fuzzy Theory and Systems
    Author(s):
  • Rule based delay proportion adjustment for differentiated services
    Year: 2002
    Event name: 2002 IEEE International Conference on Fuzzy Systems
    Conference Publication: Proceedings of the 2002 IEEE International Conference on Fuzzy Systems
    Volume: 1
    Page numbers: 700-704
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • The consequential effects of input arrangement in hierarchical fuzzy systems
    Year: 2002
    Event name: First International NAISO Congress on Autonomous Intelligent Systems
    Conference Publication: First International NAISO Congress on Autonomous Intelligent Systems
    Volume: 1
    Page numbers: 1-7
    Publisher: ICSC-NAISO Academic Press(Hamilton)
    Author(s):

Publications in 2001

Book Chapters

  • Mining a growingfeature map by data skeleton modelling
    Year: 2001
    Book: Data mining and computational intelligence
    Publisher: Physica-Verlag(Heidelberg)
    Authors(s):
  • Mining of labeled incomplete data using fast dimension partitioning
    Year: 2001
    Book: Data mining and computational intelligence
    Publisher: Physica-Verlag(Heidelberg)
    Authors(s):

Conference Publications/Papers

  • Enhanced topology preservation of dynamic self-organising maps for data visualization
    Year: 2001
    Event name: Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Conference Publication: Proceedings Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Page numbers: 1786-1791
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Fuzzy sequence pattern matching in zinc finger domain
    Year: 2001
    Event name: Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Conference Publication: Proceedings Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Page numbers: 1116-1120
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Mechatronic design and development of an omnimobile spherical robot
    Year: 2001
    Event name: Robotics and Mechatronics Congress 2001
    Conference Publication: Proceedings of the 4th Asian Conference on Robotics and its Applications
    Page numbers: 19-26
    Publisher: Professional Activities Centre
    Author(s):
  • Stability analysis of hierarchical classifying-type fuzzy system
    Year: 2001
    Event name: 5-th Biannual Conference on Artificial Neural Networks & Expert Systems
    Conference Publication: Proceedings of the 5-th Biannual Conference on Artificial Neural Networks & Expert Systems
    Page numbers: 1-10
    Publisher: University of Otago(Dunedin)
    Author(s):
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