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A/PROF MARIMUTHU PALANISWAMI



Contact Details

Organization: Electrical and Electronic Engineering
Position: ASSOCIATE PROFESSOR
Email:
Homepage: http://www.ee.unimelb.edu.au/people/swami/index.htm
Work: 8344 6710
Fax: 8344 6678
Building: Electrical and Electronic Engineering
Campus: Parkville

Research Expertise and International Linkages

International Linkages

Country Establishment Collaboration
United States University of Southern California Research
Netherlands University of Twente Research

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Engineering University of Madras 31-Dec-1977
Master of Engineering Indian Institute of Science 31-Dec-1979
Master of Engineering Science University of Melbourne 31-Dec-1983
Doctor of Philosophy University of Newcastle 31-Dec-1987

Other Awards

Award Type Awarding Body Comments Date Awarded
Other (Award) University of Melbourne Knowledge Transfer Excellence Awared 25-Sep-2008

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
Control strategies for idle speed of automotive engines Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2003
Dynamic scheduling and stochastic control for sensor networks Chief Investigator AUST RESEARCH COUNCIL,
TENIX DEFENCE PTY LTD		 Linkage Projects (AUST RESEARCH COUNCIL) 01/01/2003
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
New techniques for modelling, diagnosis and counter measures for cardiac related sleep disordered breathing Chief Investigator COMPUMEDICS LTD,
AUST RESEARCH COUNCIL		 Linkage Projects (AUST RESEARCH COUNCIL) 01/01/2004
ARC Research Network on intelligent sensors, sensor networks and information processing Chief Investigator AUST RESEARCH COUNCIL ARC Networks 01/01/2004
IAP Joint Workshop with the European Union on international workshop on signal processing for sensor networks Chief Investigator DEPT OF EDUCATION & TRAINING Joint Thematic Workshops with the European Union (DEPT OF EDUCATION SCIENCE & TRAINING) 01/12/2004
Congestion control for the future internet Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2005
DISTRIBUTED SENSOR NETWORKS Chief Investigator DEPARTMENT OF EDUCATION, SCIENCE AND TRAINING,
DEPT OF INNOVATION INDUSTRY SCIENCE & RESEARCH		 International Science Linkages (DEPT OF EDUCATION SCIENCE & TRAINING) 01/01/2006
Sensor Map for the Great Barrier Reef Chief Investigator MICROSOFT RESEARCH Sensor Map 18/04/2007
BIGNET - A DISTRIBUTED WIRELESS SENSOR NETWORK TESTBED Chief Investigator AUST RESEARCH COUNCIL Linkage Infrastructure (Equipment and Facilities) 01/01/2008
Efficient and Fair Traffic Control for a Multi-Service Internet Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2009
SMART ENVIRONMENTAL MONITORING AND ANALYSIS TECHNOLOGIES (SEMAT) Chief Investigator UNIVERSITY OF QUEENSLAND National and International Research Alliances Program (DEPT OF TOURISM, REGIONAL DEVELOPMENT & INDUSTRY)

Contracts

Title Role Funding Source Award Date
CENTRE OF EXPERTISE IN NETWORKED DECISIONS AND SENSOR SYSTEMS Chief Investigator DEFENCE SCIENCE & TECHNOLOGY ORGANISATION 01/11/2002
EXTENSION OF THE SUPPORT VECTOR REGRESSION APPROACH TO COMPLEX SCENARIOS (DSTO EWRD) Chief Investigator DEFENCE SCIENCE & TECHNOLOGY ORGANISATION 01/04/2006
NEW TECHNIQUES FOR SCREENING SLEEP DISORDERED BREATHING AND SLEEP QUALITY Chief Investigator RESMED LTD 15/01/2009

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):
  • Key Management in Wireless Sensor Networks
    Year: 2009
    Book: Guide to Wireless Sensor Networks
    Publisher: Springer Verlag(London)
    Authors(s):
  • Secure Data Aggregation in Wireless Sensor Networks
    Year: 2009
    Book: Guide to Wireless Sensor Networks
    Publisher: Springer Verlag(London)
    Authors(s):

Journal Articles

  • A Simple Framework of Utility Max-Min Flow Control using Sliding Mode Approach
    Year: 2009
    Journal: IEEE Communications Letters
    Volume: 13
    Issue: 5
    Page numbers: 360-362
    Author(s):
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  • Antepartum non-invasive evaluation of opening and closing timings of the cardiac valves in fetal cardiac cycle
    Year: 2009
    Journal: Medical & Biological Engineering & Computing
    Volume: 47
    Issue: 10
    Page numbers: 1075-1082
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  • 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
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  • Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings
    Year: 2009
    Journal: Computers in Biology and Medicine
    Volume: 39
    Issue: 1
    Page numbers: 88-96
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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
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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
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  • Energy-Efficient Link-Layer Jamming Attacks against Wireless Sensor Network MAC Protocols
    Year: 2009
    Journal: ACM Transactions on Sensor Networks
    Volume: 5
    Issue: 1
    Page numbers: 1-38 (Article 6)
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  • Five Basic Types of Insider DoS Attacks of Code Dissemination in Wireless Sensor Networks
    Year: 2009
    Journal: International Journal of Communications, Network and System Sciences
    Volume: 2
    Issue: 1
    Page numbers: 64-72
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  • Identifying diabetic patients with cardiac autonomic neuropathy by heart rate complexity analysis
    Year: 2009
    Journal: BioMedical Engineering OnLine
    Volume: 8
    Issue: January 2009 (3)
    Page numbers: 1-12
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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
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  • Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome from ECG Recordings
    Year: 2009
    Journal: IEEE Transactions on Information Technology in Biomedicine
    Volume: 13
    Issue: 1
    Page numbers: 37-48
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  • Utility max-min fair resource allocation for communication networks with multipath routing
    Year: 2009
    Journal: Computer Communications
    Volume: 32
    Issue: 17
    Page numbers: 1802-1809
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Conference Publications/Papers

  • A machine learning approach to k-step look-ahead prediction of gait variables from acceleration data
    Year: 2009
    Event name: 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Conference Publication: Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Page numbers: 384-387
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • A study on band-pass filtering for calculating foot displacements from accelerometer and gyroscope sensors
    Year: 2009
    Event name: 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Conference Publication: Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Page numbers: 4824-4827
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Ultrasound monitoring of inter-knee distances during gait
    Year: 2009
    Event name: 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Conference Publication: Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    Page numbers: 725-728
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2008

Books

  • Computational Intelligence in Biomedical Engineering
    Year: 2008
    Publisher: CRC Press(Florida)
    Authors(s):

Journal Articles

  • A comparative study on approximate entropy measure and poincaré plot indexes of minimum foot clearance variability in the elderly during walking
    Year: 2008
    Journal: Journal of NeuroEngineering and Rehabilitation
    Volume: 5
    Issue: 4
    Page numbers: 1-10
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  • Anomaly detection in wireless sensor networks
    Year: 2008
    Journal: IEEE Wireless Communications Magazine
    Volume: 15
    Issue: 4
    Page numbers: 34-40
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  • Detection of tripping gait patterns in the elderly using autoregressive features and support vector machines
    Year: 2008
    Journal: Journal of Biomechanics
    Volume: 41
    Issue: 8
    Page numbers: 1762-1772
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  • Independent Component Approach to the Analysis of Hand Gesture sEMG and Facial sEMG
    Year: 2008
    Journal: Biomedical Engineering: Applications, Basis and Communications
    Volume: 20
    Issue: 2
    Page numbers: 83-93
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  • Investigating Scale Invariant Dynamics in Minimum Toe Clearance Variability of the Young and Elderly During Treadmill Walking
    Year: 2008
    Journal: IEEE Transactions on Neural Systems and Rehabilitation
    Volume: 16
    Issue: 4
    Page numbers: 380-389
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  • SVM models for diagnosing balance problems using statistical features of the MTC signal
    Year: 2008
    Journal: International Journal of Computational Intelligence and Applications
    Volume: 7
    Issue: 3
    Page numbers: 317-331
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  • Surface EMG based hand gesture identification using semi blind ICA: Validation of ICA matrix analysis
    Year: 2008
    Journal: Electromyography and Clinical Neurophysiology
    Volume: 48
    Page numbers: 169-180
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Major Reference Works

  • Encyclopedia of Healthcare Information Systems:Computational Intelligence and Sensor Networks for Biomedical Systems
    Year: 2008
    Reference Work Title: Encyclopedia of Healthcare Information Systems
    Publisher: Information Science Publishing(Hershey)
    Author(s):

Conference Publications/Papers

  • CESVM: Centered Hyperellipsoidal Support Vector Machine Based Anomaly Detection


    Year: 2008
    Event name: 2008 IEEE International Conference on Communications (ICC 2008)
    Conference Publication: 2008 IEEE International Conference on Communications Proceedings
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

  • 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):
  • A Hierarchically Combined Classifier for License Plate Recognition
    Year: 2008
    Event name: 2008 IEEE 8th International Conference on Computer and Information Technology
    Conference Publication: Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology
    Page numbers: 372-377
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • A hierarchical transport architecture for wireless sensor networks
    Year: 2008
    Event name: ISSNIP 2008. The 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Conference Publication: ISSNIP 2008. Proceedings of the 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Page numbers: 145-150
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • A prototype wireless inertial-sensing device for measuring toe clearance
    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: 4899-4902
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Addressing source separation and identification issues in surface EMG using blind source separation
    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: 1124-1127
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • An Adaptive REM for Improving AQM Performance
    Year: 2008
    Event name: 2008 IEEE International Conference on Communications
    Conference Publication: 2008 IEEE International Conference on Communications Proceedings
    Page numbers: 1-5
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Analysis of coherence between sleep EEG and ECG signals during and after obstructive sleep apnea events
    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: 3876-3879
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Automatic Recognition of Obstructive Sleep Apnoea Syndrome Using Power Spectral Analysis of Electrocardiogram and Hidden Markov Models
    Year: 2008
    Event name: ISSNIP 2008. The 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Conference Publication: ISSNIP 2008. Proceedings of the 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Page numbers: 285-290
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Cross power spectral density between two-lead ECG signals at the termination of obstructive sleep apnea with or without arousals
    Year: 2008
    Event name: Computers in Cardiology 2008
    Conference Publication: Computers in Cardiology
    Volume: 35
    Page numbers: 689-691
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Frequency analysis of inertial sensor data for measuring toe clearance
    Year: 2008
    Event name: ISSNIP 2008. The 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Conference Publication: ISSNIP 2008. Proceedings of the 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Page numbers: 303-308
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Heart rate variability and complexity in people with diabetes associated cardiac autonomic neuropathy
    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: 4696-4699
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Identification of independent biological sensors-electromyogram example
    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: 1112-1115
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Identification of onset, maximum and termination of obstructive sleep apnoea events in single lead ECG recordings
    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: 1072-1075
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Interaction between sleep EEG and ECG signals during and after obstructive sleep apnea events with or without arousals
    Year: 2008
    Event name: Computers in Cardiology 2008
    Conference Publication: Computers in Cardiology
    Volume: 35
    Page numbers: 685-688
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Measuring toe clearance using a wireless inertial sensing device
    Year: 2008
    Event name: ISSNIP 2008. The 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Conference Publication: ISSNIP 2008. Proceedings of the 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing
    Page numbers: 375-380
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Multi run ICA and surface EMG based signal processing system for recognising hand gestures
    Year: 2008
    Event name: 2008 IEEE 8th International Conference on Computer and Information Technology
    Conference Publication: Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology
    Page numbers: 700-705
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Non-invasive evaluation of opening and closing timings of the cardiac valves in the fetal cardiac cycle
    Year: 2008
    Event name: Computers in Cardiology 2008
    Conference Publication: Computers in Cardiology
    Page numbers: 1061-1064
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Online drift correction in wireless sensor networks using spatio-temporal modeling
    Year: 2008
    Event name: 11th International Conference on Information Fusion
    Conference Publication: Proceedings of the 11th International Conference on Information Fusion
    Page numbers: 1-8
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Power spectral analysis for identifying the onset and termination of obstructive sleep apnoea events in ECG recordings
    Year: 2008
    Event name: 5th International Conference on Electrical and Computer Engineering (ICECE 2008)
    Conference Publication: 5th International Conference on Electrical and Computer Engineering (ICECE 2008)
    Page numbers: 96-100
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    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):
  • 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):
  • Resilient network coding for wireless sensor networks
    Year: 2008
    Event name: ICT - Mobile Summit 2008
    Conference Publication: ICT - Mobile Summit 2008
    Page numbers: 1-10
    Publisher: IIMC International Information Management Corporation Ltd(Dublin)
    Author(s):
  • Risk-Aware Beacon Scheduling for Tree-Based ZigBee/IEEE 802.15.4 Wireless Networks
    Year: 2008
    Event name: The Fourth International Wireless Internet Conference
    Conference Publication: The Fourth International Wireless Internet Conference (WICON 2008, in conjunction with WICONBIZ 2008)
    Page numbers: 1-9
    Publisher: ICST(Gent)
    Author(s):
  • Segmentation of Characters on Car License Plates
    Year: 2008
    Event name: 2008 IEEE 10th Workshop on Multimedia Signal Processing
    Conference Publication: Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing
    Page numbers: 399-402
    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):
  • Smooth and optimal TCP flow control for future internet
    Year: 2008
    Event name: ICT - Mobile Summit 2008
    Conference Publication: ICT - Mobile Summit 2008
    Page numbers: 1-7
    Publisher: IIMC International Information Management Corporation Ltd(Dublin)
    Author(s):
  • Source identification and separation using global matrix parameters of ICA
    Year: 2008
    Event name: 8th IEEE International Conference on Computer and Information Technology Workshops (CIT Workshops 2008)
    Conference Publication: Proceedings. 8th IEEE International Conference on Computer and Information Technology Workshops (CIT Workshops 2008)
    Page numbers: 700-705
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Source identification and separation using sub-band ICA of sEMG
    Year: 2008
    Event name: IEEE Region 10 Conference: TENCON 2008
    Conference Publication: IEEE Region 10 Conference: TENCON 2008
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Variations in the accuracy of the ECG based detection of Obstructive Sleep Apnoea (OSA) for different numbers of ECG leads and categories of OSA Events
    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: 3492-3495
    Publisher: IEEE Press(New Jersey)
    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

    Journal Articles

    • Wavelet-based feature extraction for support vector machines for screening balance impairments in the elderly
      Year: 2007
      Journal: IEEE Transactions on Neural Systems and Rehabilitation
      Volume: 15
      Issue: 4
      Page numbers: 587-597
      Author(s):
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    Conference Publications/Papers

    • Secure k-Connectivity Properties of Wireless Sensor Networks


      Year: 2007
      Event name: The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2007)
      Conference Publication: The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2007)
      Page numbers: 1-6
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):

    • Stabilizing RED Using a Fuzzy Controller


      Year: 2007
      Event name: 2007 IEEE International Conference on Communications
      Conference Publication: Proceedings of the 2007 IEEE International Conference on Communications
      Page numbers: 1-6
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • A hybrid support Vector machine and autoregressive model for detecting gait disorders in the elderly
      Year: 2007
      Event name: The 2007 International Joint Conference on Neural Networks (ICJNN 2007)
      Conference Publication: ICJNN 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):
    • A nonsmooth optimization approach to sensor network localization
      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: 727-732
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • A stable adaptive PI controller for AQM
      Year: 2007
      Event name: 2007 International Symposium on Communications and Information Technologies (ISCIT 2007)
      Conference Publication: 2007 International Symposium on Communications and Information Technologies (ISCIT 2007)
      Page numbers: 707-712
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • A study on multidimensional scaling (MDS) algorithms for 3D sensor network localization
      Year: 2007
      Event name: ISSNIP/ISPRS Joint International Workshop on Distributed Geoinformatics and Sensing, Ubiquity, and Mobility
      Conference Publication: ISSNIP/ISPRS Joint International Workshop on Distributed Geoinformatics and Sensing, Ubiquity, and Mobility
      Page numbers: 1-13
      Publisher: ISSNIP/ISPRS 07 Secretariat(Melbourne)
      Author(s):
    • Analysis of Anomalies in IBRL Data from a Wireless Sensor Network Deployment
      Year: 2007
      Event name: Sensor Technologies and Applications
      Conference Publication: International Conference on Sensor Technologies and Applications SENSORCOMM 2007
      Page numbers: 158-163
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
      Editor(s):
    • Application-Oriented Flow Control for Wireless Sensor Networks
      Year: 2007
      Event name: Third International Conference on Networking and Services (ICNS'07)
      Conference Publication: Third International Conference on Networking and Services (ICNS'07)
      Page numbers: 1-7
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
    • Frequency Selective Height-From-Stereo Reconstruction: Application to Retinal Oedemas Detection
      Year: 2007
      Event name: 15th European Signal Processing Conference (EUSIPCO 2007)
      Conference Publication: 15th European Signal and Image Processing Conference (EUSIPCO 2007). Proceedings.
      Page numbers: 2267-2271
      Publisher: PTETis(Poznan)
      Author(s):
    • Identification of number of independent sources in surface EMG recording using over complete ICA
      Year: 2007
      Event name: 1st International Conference on Signal Processing and Communication Systems (ICSPCS 2007)
      Conference Publication: Proceedings of the 1st International Conference on Signal Processing and Communication Systems (ICSPCS 2007)
      Page numbers: 284-292
      Publisher: DSP for Communication Systems(Tarrawanna)
      Author(s):
    • Identification of patellofemoral pain syndrome using a Support Vector Machine approach
      Year: 2007
      Event name: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 3144-3147
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing
      Year: 2007
      Event name: 7th International Workshop on Pattern Recognition in Information Systems
      Conference Publication: 7th International Workshop on Pattern Recognition in Information Systems
      Page numbers: 171-180
      Publisher: INSTICC (Institute for Systems and Technologies of Information, Control and Communication)(Setubal)
      Author(s):
    • Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction
      Year: 2007
      Event name: Digital Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications
      Conference Publication: Digital Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications
      Page numbers: 15-22
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
    • Localization with orientation using RSSI measurements: RF map based approach
      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: 311-316
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Maintaining optimal co-channel interference for power efficient wireless communication
      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: 25-30
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Non-Invasive Determination of Electromechanical Time Intervals of Cardiac Cycle Using Abdominal ECG and Doppler Ultrasound Signals from Fetal Hearts
      Year: 2007
      Event name: Computers in Cardiology 2007
      Conference Publication: Computers in Cardiology 2007 Proceedings
      Volume: 34
      Page numbers: 657-660
      Publisher: IEEE Customer Service(Piscataway)
      Author(s):
    • Power spectral analysis of ECG signals during obstructive sleep apnoea hypopnoea epochs
      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: 573-576
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks
      Year: 2007
      Event name: 2007 IEEE International Conference on Communications
      Conference Publication: 2007 IEEE International Conference on Communications
      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):
    • Real-time Hand Gesture Identification for Human Computer Interaction Based on ICA of Surface Electromyogram
      Year: 2007
      Event name: IADIS Multi Conference on Computer Science and Information Systems
      Conference Publication: IADIS Multi Conference on Computer Science and Information Systems
      Volume: II
      Page numbers: 83-90
      Publisher: IADIS Press(Lisbon)
      Author(s):
    • Regulation of Minimum Toe Clearance Variability in the Young and Elderly during Walking on Sloped Surfaces
      Year: 2007
      Event name: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 4887-4890
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Screening Obstructive Sleep Apnoea Syndrome from Electrocardiogram Recordings Using Support Vector Machines
      Year: 2007
      Event name: Computers in Cardiology 2007
      Conference Publication: Computers in Cardiology 2007 Proceedings
      Volume: 34
      Page numbers: 485-488
      Publisher: IEEE Customer Service(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):
    • Subtle Hand Gesture Identification for HCI using Temporal Decorrelation Source Separation BSS of Surface EMG
      Year: 2007
      Event name: Digital Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications
      Conference Publication: Digital Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications
      Page numbers: 30-37
      Publisher: IEEE Computer Society(Los Alamitos)
      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):
    • Understanding Ageing Effects by Approximate Entropy Analysis of Gait Variability
      Year: 2007
      Event name: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 1965-1968
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Utility Max-Min Fair Flow Control for Heterogeneous Sensor Networks
      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: 55-60
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Utility max-min fair flow control for multipath communication networks
      Year: 2007
      Event name: 1st International Conference on Signal Processing and Communication Systems (ICSPCS 2007)
      Conference Publication: Proceedings of the 1st International Conference on Signal Processing and Communication Systems (ICSPCS 2007)
      Page numbers: 326-331
      Publisher: DSP for Communication Systems(Tarrawanna)
      Author(s):
    • Wavelet-Based Multiscale Analysis of Minimum Toe Clearance Variability in the Young and Elderly During Walking
      Year: 2007
      Event name: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 1558-1561
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):

    Publications in 2006

    Books

    • Computational Intelligence for Movement Sciences: Neural Networks and other Emerging Techniques
      Year: 2006
      Publisher: Idea Group(Hershey)
      Authors(s):

    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):
    • Recognition of gait patterns using support vector machines
      Year: 2006
      Book: Computational Intelligence for Movement Sciences: Neural Networks, Support Vector Machines and Other Emerging Techniques
      Publisher: Idea Group(Philadelphia)
      Authors(s):

    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):
    • A wavelet-based approach for screening falls risk in the elderly using support Vector machines
      Year: 2006
      Event name: Fourth International Conference on Intelligent Sensing and Information Processing
      Conference Publication: Proceedings: Fourth International Conference on Intelligent Sensing and Information Processing
      Page numbers: 184-189
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Adaptive target tracking in slowly changing clutter
      Year: 2006
      Event name: 9th International Conference on Information Fusion
      Conference Publication: Proceedings of the 9th International Conference on Information Fusion
      Page numbers: 1-8
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • An Inexact Penalty Method for the Semiparametric Support Vector Machine Classifier
      Year: 2006
      Event name: 2006 International Joint Conference on Neural Networks (IJCNN)
      Conference Publication: International Joint Conference on Neural Networks (IJCNN) 2006
      Page numbers: 333-338
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Comparison of approximate entropy measure and Poincaré plot indexes for the study of gait characteristics in the elderly
      Year: 2006
      Event name: Proceedings of the 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Conference Publication: Biosignal Processing and Classification: Proceedings of the 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Page numbers: 144-151
      Publisher: INSTICC (Institute for Systems and Technologies of Information, Control and Communication)(Setubal)
      Author(s):
    • Density estimation using a generalized neuron
      Year: 2006
      Event name: 9th International Conference on Information Fusion
      Conference Publication: Proceedings of the 9th International Conference on Information Fusion
      Page numbers: 1-7
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Distributed Anomaly Detection in Wireless Sensor Networks
      Year: 2006
      Event name: 10th IEEE Singapore International Conference on Communication Systems
      Conference Publication: Proceedings of the 10th IEEE Singapore International Conference on Communication Systems
      Page numbers: WP-8-3
      Publisher: IEEE Communications Society(New York)
      Author(s):
      URL - restricted access http://ieeexplore.ieee.org.ezproxy.lib.unimelb.edu.au/xpl/tocresult.jsp?isnumber=4037317&isYear=2006
      URL - restricted access http://ieeexplore.ieee.org.ezproxy.lib.unimelb.edu.au/iel5/4085644/4037317/04085803.pdf?isnumber=4037317&prod=CNF&arnumber=4085803&arSt=1&ared=5&arAuthor=Rajasegarar%2C+S.%3B+Leckie%2C+C.%3B+Palaniswami%2C+M.%3B+Bezdek%2C+J.C.
    • Estimating falls risk in the elderly: a wavelet based multiscale analysis
      Year: 2006
      Event name: 4th International Conference Electrical and Computer Engineering (ICECE 2006)
      Conference Publication: Proceedings of 4th International Conference on Electrical and Computer Engineering (ICECE 2006)
      Page numbers: 165-168
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Hand gestures for HCI using ICA of EMG
      Year: 2006
      Event name: HCSNet Workshop on the Use of Vision in Human-Computer Interaction (VisHCI 2006)
      Conference Publication: Proceedings of HCSNet Workshop on the Use of Vision in Human-Computer Interaction (VisHCI 2006)
      Volume: 56
      Page numbers: 67-72
      Publisher: Australian Computer Society(Sydney)
      Author(s):
    • ICA for surface electromyogram
      Year: 2006
      Event name: 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Conference Publication: Biosignal Processing and Classification: Proceedings of the 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Page numbers: 51-60
      Publisher: INSTICC (Institute for Systems and Technologies of Information, Control and Communication)(Setubal)
      Author(s):
    • Limitations of ICA for Surface Electromyogram

      Year: 2006
      Event name: Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE.
      Conference Publication: Proceedings of the 28th IEEE EMBS Annual International Conference
      Page numbers: 5739-5742
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      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):
    • SEMG for identifying hand gestures using ICA
      Year: 2006
      Event name: Proceedings of the 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Conference Publication: Biosignal Processing and Classification: Proceedings of the 2nd International Workshop on Biosignal Processing and Classification - BPC 2006
      Page numbers: 61-67
      Publisher: INSTICC (Institute for Systems and Technologies of Information, Control and Communication)(Setubal)
      Author(s):

    Publications in 2005

    Journal Articles

    • A novel document ranking method using the Discrete Cosine Transform
      Year: 2005
      Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence
      Volume: 27
      Issue: 1
      Page numbers: 130-135
      Publisher: The Institute of Electrical and Electronics Engineers(California)
      Author(s):
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    • A novel document retrieval method using the Discrete Wavelet Transform
      Year: 2005
      Journal: ACM Transactions on Information Systems
      Volume: 23
      Issue: 3
      Page numbers: 267-298
      Publisher: Association for Computing Machinery Inc.(New York)
      Author(s):
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    • Incremental training of support Vector machines
      Year: 2005
      Journal: IEEE Transactions on Neural Networks
      Volume: 16
      Issue: 1
      Page numbers: 114-131
      Author(s):
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    • Prediction of cystine connectivity using SVM
      Year: 2005
      Journal: Bioinformation
      Volume: 1
      Page numbers: 69-74
      Author(s):
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    • Support vector machines for automated gait classification
      Year: 2005
      Journal: IEEE Transactions on Biomedical Engineering
      Volume: 52
      Issue: 5
      Page numbers: 828-838
      Author(s):
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    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/
    • Artificial Neural Network Models in the Diagnosis of Balance
      Year: 2005
      Event name: International Conference on Inteligent Sensing and Information Processing
      Conference Publication: Proceedings of 2005 International Conference on Intelligent Sensing and Information Processing
      Page numbers: 518-522
      Publisher: IEEE Press(New Jersey)
      Author(s):
    • 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):
    • Even-length Biorthogonal Wavelets for Digital Watermarking
      Year: 2005
      Event name: ISSPA 2005
      Conference Publication: Proceedings of the Eighth International Symposium on Signal Processing and its Applications, ISSPA 2005
      Volume: 1
      Page numbers: 17-20
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(New Jersey)
      Author(s):
    • Improving tracking accuracy using information of dissimilar sensors
      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):
    • Radar localization with multiple unmanned aerial vehicles using support Vector regression
      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: 232-237
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • SVM models in the diagnosis of balance impairments
      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: 248-253
      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

    Journal Articles

    • A novel approach to the design of the class of triplet halfband filterbanks


      Year: 2004
      Journal: I E E E Transactions on Circuits and Systems. Part 2: Express Briefs
      Volume: 51
      Issue: 7
      Page numbers: 378-383
      Author(s):
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    • Fourier Domain Scoring: A Novel Document Ranking Method
      Year: 2004
      Journal: IEEE Transactions on Knowledge and Data Engineering
      Volume: 16
      Issue: 5
      Page numbers: 529-539
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
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    Conference Publications/Papers

    • A dynamic system framework for the decomposition method solving support vector machines
      Year: 2004
      Event name: 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
      Conference Publication: Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
      Page numbers: 283-288
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
      Author(s):
    • 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):
    • An Extrapolated Sequential Minimal Optimization Algorithm for Support Vector Machines
      Year: 2004
      Event name: International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Conference Publication: Proceedings of International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Page numbers: 415-421
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Classification of Multidimensional Trajectories for Acoustic Modeling using Support Vector Machines
      Year: 2004
      Event name: International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Conference Publication: Proceedings of International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Page numbers: 153-158
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Design of Approximate Hilbert Transform Pair of Wavelets with Exact Symmetry
      Year: 2004
      Event name: ICASSP '04: IEEE International Conference on Acoustics, Speech, and Signal Processing
      Conference Publication: ICASSP '04: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
      Volume: 2
      Page numbers: 921-924
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Effect of constraints on sub-problem selection for solving Support Vector Machines using space decomposition
      Year: 2004
      Event name: The sixth international conference on optimization: techniques and applications (ICOTA6 2004)
      Conference Publication: Proceedings of the sixth international conference on optimization: techniques and applications (ICOTA6 2004)
      Page numbers: 1-12
      Publisher: University of Ballarat(Ballarat)
      Author(s):
    • MFC Histogram and Poincare Plot Images for Automated Gait Detection
      Year: 2004
      Event name: International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Conference Publication: Proceedings of International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP)
      Page numbers: 368-372
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
      Author(s):
    • Mathematical properties of the two-parameter family of 9/7 biorthogonal filters
      Year: 2004
      Event name: ISCAS '04
      Conference Publication: Proceedings of the 2004 International Symposium on Circuits and Systems, 2004. ISCAS '04.
      Volume: 3
      Page numbers: 569-572
      Publisher: Institute of Electrical and Electronics Engineers(New Jersey)
      Author(s):
    • Wavelet theoretic properties of the family of 6/10 biorthogonal filters
      Year: 2004
      Event name: ISCIT 2004
      Conference Publication: Proceedings of the IEEE International Symposium on Communications and Information Technology, ISCIT 2004.
      Volume: 2
      Page numbers: 1051-1054
      Publisher: Institute of Electrical and Electronics Engineers(New Jersey)
      Author(s):

    Publications in 2003

    Book Chapters

    • Automatic ship classification using support vector machines
      Year: 2003
      Book: Design and Application of Hybrid Intelligent Systems
      Publisher: IOS Press(Amsterdam)
      Authors(s):

    Journal Articles

    • Estimation of the stoichiometric air-fuel ratio in liquefied Petroleum gas injected engines
      Year: 2003
      Journal: SAE Transactions - Journal of Fuels & Lubricants
      Volume: 1
      Page numbers: 1422-1428
      Publisher: Society of Automotive Engineers(Warrendale)
      Author(s):
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    • Machine learning in low-level microarray analysis
      Year: 2003
      Journal: SIGKDD Explorations
      Volume: 5
      Issue: 2
      Page numbers: 130-139
      Author(s):
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    • Necessary and sufficient conditions for optimal flow control in multirate multicast networks
      Year: 2003
      Journal: IEE Proceedings - Communications
      Volume: 150
      Issue: 5
      Page numbers: 385-390
      Author(s):
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    • Optimal flow control and routing in multi-path networks
      Year: 2003
      Journal: Performance Evaluation
      Volume: 52
      Page numbers: 119-132
      Publisher: Elsevier Science, North Holland(Amsterdam)
      Author(s):
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    Conference Publications/Papers

    • A study of biorthogonal wavelets in digital watermarking
      Year: 2003
      Event name: ICIP 2003
      Conference Publication: Proceedings of the 2003 International Conference on Image Processing, ICIP 2003.
      Volume: 3
      Page numbers: 463-466
      Publisher: Institute of Electrical and Electronics Engineers(New Jersey)
      Author(s):

    Publications in 2002

    Journal Articles

    • Effects of moving the centers in an RBF network
      Year: 2002
      Journal: IEEE Transactions on Neural Networks
      Volume: 13
      Issue: 6
      Page numbers: 1299-1307
      Author(s):
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    • Model predictive control of a fuel injection system with a radial basis function network observer
      Year: 2002
      Journal: Journal of Dynamic Systems, Measurement and Control
      Volume: 124
      Issue: 4
      Page numbers: 648-658
      Author(s):
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    • Poincaré plot interpretation using a physiological model of HRV based on a network of oscillators
      Year: 2002
      Journal: American Journal of Physiology - Heart and Circulatory Physiology
      Volume: 283
      Page numbers: 1873-1886
      Publisher: American Physiological Society(Maryland)
      Author(s):
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    Conference Publications/Papers

    • A model predictive approach to disturbance rejection in idle speed control
      Year: 2002
      Event name: The 4th Asian Control Conference
      Conference Publication: The 4th Asian Control Conference
      Page numbers: 1492-1497
      Publisher: The 2002 Asian Control Conference
      Author(s):
    • A new implementation technique for fast spectral based document retrieval systems
      Year: 2002
      Event name: IEEE International Conference on Data Mining
      Conference Publication: IEEE International Conference on Data Mining
      Page numbers: 346-353
      Publisher: IEEE Computer Society(Los Alamitos)
      Author(s):
    • A new implementation technique for fast spectral based document retrieval systems
      Year: 2002
      Event name: 2002 IEEE International Conference on Data Mining
      Conference Publication: Proceedings of the 2002 IEEE International Conference on Data Mining
      Page numbers: 346-353
      Publisher: IEEE Computer Society(Tokyo)
      Author(s):
    • A novel web text mining method using the discrete cosine transform
      Year: 2002
      Event name: PkDD'02 6th European Conference on Principles and Practice of Knowledge Discovery in Databases
      Conference Publication: Principles of Data Mining and Knowledge Discovery
      Page numbers: 385-396
      Publisher: Springer Verlag(Berlin)
      Author(s):
    • 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):
    • Air fuel ratio control in liquified petroloeum gas injected SI engines
      Year: 2002
      Event name: 15th Triennial World Congress of the International Federation of Automatic Control
      Conference Publication: 15th IFAC World Congress on Automatic Control
      Page numbers: 1081-1086
      Publisher: Elsevier Science(Oxford)
      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):
    • Optimal flow control in multirate multicast networks
      Year: 2002
      Event name: The 4th Asian Control Conference
      Conference Publication: The 4th Asian Control Conference
      Page numbers: 1596-1601
      Publisher: The 2002 Asian Control Conference
      Author(s):
    • Support vector machines to estimate thrust and torque in drilling
      Year: 2002
      Event name: HiPC 2002 Workshop on Soft Computers (WoSCo'02)
      Conference Publication: Proceedings of the HiPC 2002 Workshop on Soft Computers (WoSCo'02)
      Page numbers: 75-80
      Publisher: ACM Press(New York)
      Author(s):

    Publications in 2001

    Book Chapters

    • Dynamic channel assignment schemes using neural networks
      Year: 2001
      Book: Computational Intelligence in Telecommunications Networks
      Publisher: CRC Press(Florida)
      Authors(s):

    Journal Articles

    • Distortion properties of the interval spectrum of IPFM generated hearbeats for heart rate variability analysis
      Year: 2001
      Journal: IEEE Transactions on Biomedical Engineering
      Volume: 48
      Issue: 11
      Page numbers: 1251-1264
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
      Author(s):
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    • Do existing measures of poincare plot geometry reflect nonlinear features of heartrate variability?
      Year: 2001
      Journal: IEEE Transactions on Biomedical Engineering
      Volume: 48
      Issue: 11
      Page numbers: 1342-1347
      Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
      Author(s):
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    • Gaussian networks for fuel injection control
      Year: 2001
      Journal: Proceedings of the Institution of Mechanical Engineering Part D - Journal of Automobile Engineering
      Volume: 215
      Issue: D10
      Page numbers: 1053-1068
      Publisher: Professional Engineering Publishing(Bury St Edmunds)
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    Conference Publications/Papers

    • A new model-based ectopic beat correction algorithm for heart rate variability
      Year: 2001
      Event name: 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings - 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 1-4
      Publisher: IEEE Press(New Jersey)
      Author(s):
    • Flow control in networks with multiple paths
      Year: 2001
      Event name: ITCOM 2001: The Internet Performance and Control of Network Systems Conference
      Conference Publication: Proceeedings of ITCOM 2001: Internet Performace and Control of Network Systems II
      Volume: 4523
      Page numbers: 118-129
      Publisher: SPIE - The International Society for Optical Engineering(Washington)
      Author(s):
    • Internet Document Filtering Using Fourier Domain Scoring
      Year: 2001
      Event name: 5th European Conference on Principles and Practice of Knowledge Discovery in Databases
      Conference Publication: Lecture Notes in Artificial Intelligence
      Volume: 2168
      Page numbers: 362 - 373
      Publisher: Springer Verlag(Berlin)
      Author(s):
    • Internet document filtering using Fourier domain scoring
      Year: 2001
      Event name: European Conference PKDD
      Conference Publication: Principles of Data Mining and Knowledge Discovery
      Volume: 2168
      Page numbers: 362-373
      Publisher: Springer Verlag(Berlin)
      Author(s):
    • New insights into the relationship between poincare plot geometry and linear measures of heart rate variability
      Year: 2001
      Event name: 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Conference Publication: Proceedings - 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
      Page numbers: 4-8
      Publisher: IEEE Press(New Jersey)
      Author(s):
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