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Find an ExpertProfiling the University of Melbourne's Researchers

PROF RAO KOTAGIRI



Contact Details

Organization: Computer Science and Software Engineering
Position: PROFESSOR
Email:
Homepage: http://www.csse.unimelb.edu.au/~rao/
Work: 8344 1301
Mobile: 0412 742 899
Fax: 9348 1184
Room: 4.33
Level: 04
Building: 111-117 Barry St.
Campus: Parkville

Research Expertise and International Linkages

Research Expertise

Research Interest Key Words Country of Expertise
Large Databases, Robust agents, Machine Leraning, Data Mining, Information Retrieval, Network Security Databases, Machine Leraning, Information Retrieval, Data mining Australia, India, United States of America, Japan, Singapore

International Linkages

Country Establishment Collaboration
United States University of Illinois at Urbana-Champaign Research
Japan Tokyo University Exchange, Research
Singapore National University of Singapore Exchange, Research
India Indian Institute of Science Exchange, Research
India Indian Institute of Technology Exchange, Research

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Engineering Andhra University 01-Jul-1972
Master of Engineering Indian Institute of Science 01-Aug-1974
Doctor of Philosophy Monash University 01-Dec-1980

Memberships

Membership Type Membership Body Description Start Date End Date
Member IEEE Member 01-Oct-2003
Certified IEAust Fellow 01-Oct-1994

Fellowships

Fellowship Date Awarded
Fellow of the Australian Academy of Science (FAA) 01-May-2004
Fellow of the Australian Academy of Technological Sciences and Engineering (FTSE) 01-Aug-1994
Fellow of the Institution of Engineers of Australia (FIEAUST) 01-Aug-1991

Other Awards

Award Type Awarding Body Comments Date Awarded
Other (Award) Pacific-Asia Conference on Knowledge Discovery and Data Mining Distinguished Contribution Award (PAKDD 2007) 22-May-2007
Other (Award) Australian Computing Research and Education (CORE) Society Distinguished Contribution Award 05-Jan-2009

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
Concept-based retrieval and interpretation for large data sets Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 09/10/2002
Transaction oriented computational models for multi agent systems Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2003
ARC Centre for Perceptive and Intelligent Machines in Complex Environments Chief Investigator MONASH UNIVERSITY,
AUST RESEARCH COUNCIL		 Centres of Excellence (AUST RESEARCH COUNCIL) 01/01/2004
MRI GRID COMPUTING FACILITY: DESIGN, OPTIMISATION AND IMAGE PROCESSING - POPULATED FROM THEMIS CONVERSION Chief Investigator NATIONAL ICT AUSTRALIA LTD,
HOWARD FLOREY INST,
UNIVERSITY OF QUEENSLAND,
CENTRE FOR SENSOR SIGNAL & INFORMATION PROCESSING,
AUST RESEARCH COUNCIL		 Linkage Infrastructure (Equipment and Facilities) (AUST RESEARCH COUNCIL) 01/01/2005
Data Management Technologies for the Magnetic Resonance Imaging e-Research Grid Chief Investigator SILICON GRAPHICS PTY LTD,
NEUROSCIENCES VIC,
AUST RESEARCH COUNCIL		 Linkage Projects (AUST RESEARCH COUNCIL) 01/01/2006
Defending Against Attacks on Internet-Based Telephone Services (Voice Over IP) Chief Investigator AUST RESEARCH COUNCIL,
POWERGUARD PTY LTD		 Linkage Projects (AUST RESEARCH COUNCIL) 01/01/2006
Robust next-generation detection techniques to defend operational networks against attacks. Chief Investigator AUST RESEARCH COUNCIL Linkage Projects 01/12/2006
EPOS: Efficient Processing of Moving Object Streams Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2008
SeqSeeker: a search engine for large numbers of very long sequences Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2008
BIGNET - A DISTRIBUTED WIRELESS SENSOR NETWORK TESTBED Chief Investigator AUST RESEARCH COUNCIL Linkage Infrastructure (Equipment and Facilities) 01/01/2008
High-speed, three-dimensional, x-ray fluoroscopy for accurate measurement of human joint motion Chief Investigator AUST RESEARCH COUNCIL Linkage Infrastructure (Equipment and Facilities) 01/01/2009
High performance firewalls for network security Chief Investigator AUST RESEARCH COUNCIL,
INTELLIGUARD I.T. PTY LTD		 Linkage Projects (AUST RESEARCH COUNCIL)

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

Journal Articles

  • A voting approach to identify a small number of highly predictive genes using multiple classifiers
    Year: 2009
    Journal: BMC Bioinformatics
    Volume: 10
    Page numbers: 1-12
    Author(s):
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  • An Analysis of Latent Semantic Term Self-Correlation
    Year: 2009
    Journal: ACM Transactions on Information Systems
    Volume: 27
    Issue: 2
    Page numbers: 1-35 (Article No. 8)
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  • An estimation of sensor energy consumption
    Year: 2009
    Journal: Progress In Electromagnetics Research
    Volume: 12
    Page numbers: 259-295
    Author(s):
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  • Automatically Determining the Number of Clusters in Unlabeled Data Sets
    Year: 2009
    Journal: IEEE Transactions on Knowledge and Data Engineering
    Volume: 21
    Issue: 3
    Page numbers: 335-350
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  • Building More Robust Multi-Agent Systems Using a Log-based Approach
    Year: 2009
    Journal: Web Intelligence and Agent Systems: an international journal
    Volume: 7
    Issue: 1
    Page numbers: 65-87
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  • Efficient storage and retrieval of probabilistic latent semantic information for information retrieval
    Year: 2009
    Journal: VLDB Journal
    Volume: 18
    Page numbers: 141-155
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  • Trust-based robust scheduling and runtime adaptation of scientific workflow
    Year: 2009
    Journal: Concurrency and Computation-Practice and Experience
    Volume: 21
    Issue: 16
    Page numbers: 1982-1998
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Conference Publications/Papers

  • Grouped ECOC Conditional Random Fields for Prediction of Web User Behaviour
    Year: 2009
    Event name: PAKDD 2009 - 13th Pacific Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5476
    Page numbers: 757-763
    Publisher: Springer Verlag
    Author(s):
    URL - open access http://www.springerlink.com.ezp.lib.unimelb.edu.au/content/d7h5001226n37231/fulltext.pdf
    URL - open access http://www.springerlink.com.ezp.lib.unimelb.edu.au/content/w852pk3t5503/front-matter.pdf
  • Approximate Spectral Clustering
    Year: 2009
    Event name: PAKDD 2009 - 13th Pacific Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5476
    Page numbers: 134-146
    Publisher: Springer Verlag
    Author(s):
    URL - restricted access http://www.springerlink.com.ezp.lib.unimelb.edu.au/content/w852pk3t5503/front-matter.pdf
    URL - restricted access http://www.springerlink.com.ezp.lib.unimelb.edu.au/content/136pk15423105803/fulltext.pdf
  • Feature Weighted SVMs Using Receiver Operating Characteristics
    Year: 2009
    Event name: 2009 SIAM International Conference on Data Mining (SDM09)
    Conference Publication: Proceedings of the 2009 SIAM International Conference on Data Mining (SDM09)
    Page numbers: 497-508
    Publisher: SIAM Publications(Pennsylvania)
    Author(s):
  • Reasoning intra-dependency in commitments for robust scheduling
    Year: 2009
    Event name: 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009)
    Conference Publication: 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009)
    Volume: 2
    Page numbers: 953-960
    Publisher: IFAAMAS : International Conference on Autonomous Agents and Multiagent Systems
    Author(s):
  • Study of the Relationship of Bug Consistency with respect to Performance of Spectra Metrics
    Year: 2009
    Event name: 2nd IEEE International Conference on Computer Science and Information Technology, 2009. ICCSIT 2009
    Conference Publication: 2nd IEEE International Conference on Computer Science and Information Technology, 2009. ICCSIT 2009
    Page numbers: 501-508
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • The Effectiveness of Using Non redundant Test Cases with Program Spectra for Bug Localization
    Year: 2009
    Event name: 2nd IEEE International Conference on Computer Science and Information Technology, 2009. ICCSIT 2009
    Conference Publication: 2nd IEEE International Conference on Computer Science and Information Technology, 2009. ICCSIT 2009
    Page numbers: 127-134
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2008

Books

  • Database Systems for Advanced Applications


    Year: 2008
    Publisher: Springer Verlag(Berlin)
    Authors(s):

Book Chapters

  • Workflow Scheduling Algorithms for Grid Computing
    Year: 2008
    Book: Metaheuristics for Scheduling in Distributed Computing Environments
    Publisher: Springer Verlag(Berlin)
    Authors(s):

Journal Articles

  • PConPy - a Python module for generating 2D protein maps
    Year: 2008
    Journal: Bioinformatics
    Volume: 24
    Issue: 24
    Page numbers: 2934-2935
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  • Selective Sampling for Approximate Clustering of Very Large Data Sets
    Year: 2008
    Journal: International Journal of Intelligent Systems
    Volume: 23
    Issue: 3
    Page numbers: 313-331
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Conference Publications/Papers

  • Moving Shape Dynamics: A Signal Processing Perspective


    Year: 2008
    Event name: CVPR 2008 - IEEE Conference on Computer Vision and Pattern Recognition
    Conference Publication: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
    Page numbers: 1-8
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

  • Query Expansion for the Language Modelling Framework Using the Naive Bayes Assumption


    Year: 2008
    Event name: PAKDD 2008 - the Pacific-Asia Conference on Knowledge Discovery and DataMining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5012
    Page numbers: 681-688
    Publisher: Springer Verlag(Berlin)
    Author(s):

  • Robust Scheduling and Runtime Adaptation of Multi-agent Plan Execution


    Year: 2008
    Event name: IAT 2008 - 2008 IEEE/WIC/ACM International Conference
    Conference Publication: Conference Proceedings of the 2008 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology
    Page numbers: 366-372
    Publisher: The Institute of Electrical and Electronic Engineers(Piscataway, New Jersey)
    Author(s):

  • The Effect of Weighted Term Frequencies on Probabilistic Latent Semantic Term Relationships


    Year: 2008
    Event name: 15th International Symposium on String Processing and Information Retrieval
    Conference Publication: Proceedings of the 15th International Symposium on String Processing and Information Retrieval (Lecture Notes in Computer Science)
    Volume: 5280
    Page numbers: 63-74
    Publisher: Springer Verlag
    Author(s):
  • An Efficient Method for Vessel Width Measurement on Color Retinal Images
    Year: 2008
    Event name: Biosignals 2008 - International Conference on Bio-inspired Systems and Signal Processing
    Conference Publication: Proceedings of the International Conference on Bio-inspired Systems and Signal Processing
    Page numbers: 178-185
    Publisher: INSTICC Press(Setubal)
    Author(s):
  • Analysis and Enhancement of On-demand Routing in Wireless Sensor Networks
    Year: 2008
    Event name: PM2HW2N'08
    Conference Publication: Proceedings of the Third ACM International Workshop on Performance Monitoring, Measurement, and Evaluation of Heterogeneous Wireless and Wired Networks
    Page numbers: 173-179
    Publisher: ACM Press(New York)
    Author(s):
  • Characteristic-Based Descriptors for Motion Sequence Recognition
    Year: 2008
    Event name: PAKDD 2008 - the Pacific-Asia Conference on Knowledge Discovery and DataMining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5012
    Page numbers: 369-380
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Continuous Intersection Joins Over Moving Objects
    Year: 2008
    Event name: ICDE '08 - 24th International Conference on Data Engineering
    Conference Publication: Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
    Volume: 1
    Page numbers: 863-872
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Error Correcting Output Coding-based Conditional Random Fields for Web Page Prediction
    Year: 2008
    Event name: WI 2008 - 2008 IEEE/WIC/ACM International Conference
    Conference Publication: Conference Proceedings of the 2008 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology
    Page numbers: 743-746
    Publisher: The Institute of Electrical and Electronic Engineers(Piscataway, New Jersey)
    Author(s):
  • Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics
    Year: 2008
    Event name: ECML PKDD 2008 - European Conference on Machine Learning and Knowledge Discovery in Databases
    Conference Publication: Machine Learning and Knowledge Discovery in Databases
    Volume: 5211
    Page numbers: 489-504
    Publisher: Springer Verlag
    Author(s):
  • Permission Set Mining: Discovering Practical and Useful Roles
    Year: 2008
    Event name: ACSAC 24 - 2008 Annual Computer Security Applications Conference
    Conference Publication: Proceedings of the 24th Annual Computer Security Applications Conference 2008
    Page numbers: 247-256
    Publisher: IEEE Computer Society(California)
    Author(s):
  • SpecVAT: Enhanced Visual Cluster Analysis
    Year: 2008
    Event name: ICDM 2008 - Eighth IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the Eighth IEEE International Conference on Data Mining
    Page numbers: 638-647
    Publisher: The Institute of Electrical and Electronic Engineers(Piscataway, New Jersey)
    Author(s):
  • The Efficient Maintenance of Access Roles with Role Hiding
    Year: 2008
    Event name: COMAD 2008 - 14th International Conference on Management of Data
    Conference Publication: Proceedings of the 14th International Conference on Management of Data
    Page numbers: 1-11
    Publisher: Computer Society of India (CSI)(Mumbai)
    Author(s):
  • User Session Modeling for Effective Application Intrusion Detection
    Year: 2008
    Event name: SEC 2008 - 23rd International Information Security Conference
    Conference Publication: Proceedings of the IFIP TC 11 23rd International Information Security Conference
    Page numbers: 269-283
    Publisher: Springer Verlag
    Author(s):
  • Vessel Cross-Sectional Diameter Measurement on Color Retinal Image
    Year: 2008
    Event name: BIOSTEC 2008 - International Joint Conference on Biomedical Engineering Systems and Technologies
    Conference Publication: Biomedical Engineering Systems and Technologies (Communications in Computer and Information Science)
    Volume: 25
    Page numbers: 214-227
    Publisher: Springer Verlag
    Author(s):
  • Web Page Prediction Based on Conditional Random Fields
    Year: 2008
    Event name: ECAI 2008 - 18th Conference on Artificial Intelligence
    Conference Publication: Proceedings of the 18th Conference on Artificial Intelligence
    Page numbers: 1-5
    Publisher: European Conference on AI(Patras)
    Author(s):
  • g-MARS: Protein Classification Using Gapped Markov Chains and Support Vector Machines
    Year: 2008
    Event name: PRIB 2008 - third IAPR International Conference in Pattern Recognition in Bioinformatics
    Conference Publication: Pattern Recognition in Bioinformatics (Lecture Notes in Computer Science)
    Volume: 5265
    Page numbers: 165-177
    Publisher: Springer Verlag
    Author(s):

Publications in 2007

Journal Articles

  • An Innovative Master's Program in Distributed Computing
    Year: 2007
    Journal: IEEE Distributed Systems Online
    Volume: 8
    Issue: 1
    Page numbers: 2
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  • Information Sharing for Distributed Intrusion Detection Systems
    Year: 2007
    Journal: Journal of Network and Computer Applications
    Volume: 30
    Issue: 3
    Page numbers: 877-899
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  • Patterns Based Classifiers
    Year: 2007
    Journal: World Wide Web
    Volume: 10
    Issue: 1
    Page numbers: 71-83
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  • Survey of Network based defense mechanisms countering the DoS and DDoS problems
    Year: 2007
    Journal: ACM Computing Surveys
    Volume: 39
    Issue: 1
    Page numbers: 1- 43 (Article 3)
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Conference Publications/Papers

  • Automatic Detection of Vascular Bifurcations and Crossovers from Color Retinal Fundus Images
    Year: 2007
    Event name: THE THIRD INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2007)
    Conference Publication: IEEE SITIS 2007: THE THIRD INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS
    Page numbers: 662-669
    Publisher: IEEE Computer Society(California)
    Author(s):
    URL - open access http://www.u-bourgogne.fr/SITIS/07/download/CFP-SITIS07.txt
    URL - open access http://www.u-bourgogne.fr/SITIS/07/guidelines.htm
  • Blood Vessel Segmentation from Color Retinal Images using Unsupervised Texture Classification
    Year: 2007
    Event name: 2007 IEEE International Conference on Image Processing
    Conference Publication: ICIP 2007: 2007 IEEE International Conference on Image Processing
    Volume: 5
    Page numbers: 521-524
    Publisher: IEEE Computer Society(California)
    Author(s):
    URL - open access http://www.ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4379738&arnumber=4379880&count=148&index=141
    URL - open access http://www.icip2007.org/Papers/PaperKit.html
  • A Sensor Web Middleware with Stateful Services for Heterogeneous Sensor Networks
    Year: 2007
    Event name: Intelligent Sensors Sensor Networks and Information Processing
    Conference Publication: ISSNIP: Proceedings of 2007 Intelligent Sensors Sensor Networks and Information Processing Conference
    Page numbers: 491-496
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
    Editor(s):
  • ARTS: Agent-oriented Robust Transactional Systems
    Year: 2007
    Event name: AAMAS 2007
    Conference Publication: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems
    Page numbers: 529-531
    Publisher: ACM Press(New York)
    Author(s):
  • An Attack-Resistant Hashing Scheme
    Year: 2007
    Event name: ATNAC: Australasian Telecommunication Networks and Applications Conference 2007
    Conference Publication: ATNAC: Australasian Telecommunication Networks and Applications Conference 2007
    Page numbers: 307-310
    Publisher: IEEE Computer Society
    Author(s):
  • Conditional Random Fields for Intrusion Detection
    Year: 2007
    Event name: AINA Workshops 2007 - 21st IEEE International Conference on Advanced Information Networking and Applications Workshops
    Conference Publication: Proceedings of the 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia
    Page numbers: 1-6
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
  • Hop-Count Monitoring: Detecting Sinkhole Attacks in Wireless Sensor Networks
    Year: 2007
    Event name: 15th IEEE International Conference on Networks
    Conference Publication: Proceedings of the 2007 15th IEEE International Conference on Networks
    Page numbers: 176-181
    Publisher: IEEE South Australia Section(South Australia)
    Author(s):
  • Incorporating Fault Tolerance with Replication on Very Large Scale Grids
    Year: 2007
    Event name: PDCAT 2007- 8th International Parallel and Distributed Computing, Applications and Technologies
    Conference Publication: Proceedings of the 8th International Conference on Parallel and Distributed Computing, Applications and Technologies
    Page numbers: 319-328
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Mining web multi-resolution community-based popularity for information retrieval
    Year: 2007
    Event name: ACM Conference on Information and Knowledge Management
    Conference Publication: Proceedings of the 2007 ACM Conference on Information and Knowledge Management
    Page numbers: 545-554
    Publisher: ACM Press(New York)
    Author(s):
  • Multiple Self-Splitting and Merging Competitive Learning Algorithm
    Year: 2007
    Event name: PAKDD 2007 - the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKKD 2007)
    Page numbers: 704-711
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Personalized PageRank for Web Page Prediction Based on Access Time-Length and Frequency
    Year: 2007
    Event name: Web Intelligence - 2007 IEEE/WIC/ACM International Conference
    Conference Publication: Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence
    Page numbers: 687-690
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Proactive Traffic Merging Strategies for Sensor-Enabled Cars
    Year: 2007
    Event name: VANET '07
    Conference Publication: Proceedings of the Fourth ACM International Workshop on Vehicular Ad Hoc Networks
    Page numbers: 39-48
    Publisher: ACM Press(New York)
    Author(s):
  • Query expansion using a collection dependent probabilistic latent semantic thesaurus
    Year: 2007
    Event name: PAKDD 2007 - the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Page numbers: 224-235
    Publisher: Springer(Berlin)
    Author(s):
    URL - restricted access http://dx.doi.org/10.1007/978-3-540-71701-0_24
  • Role Engineering Using Graph Optimisation
    Year: 2007
    Event name: SACMAT '07 - 12th ACM Symposium on Access Control Models and Technologies
    Conference Publication: Proceedings of the 12th ACM Symposium on Access Control Models and Technologies
    Page numbers: 139-144
    Publisher: ACM Press(New York)
    Author(s):
  • Tensor Space Learning for Analyzing Activity Patterns from Video Sequences
    Year: 2007
    Event name: Seventh IEEE International Conference on Data Mining- Worskshops
    Conference Publication: ICDM Workshops 2007: Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
    Page numbers: 63-68
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
    Editor(s):
  • The Curse of Ease of Acces to the Internet
    Year: 2007
    Event name: ICISS 2007 - third international conference on Information Systems Security
    Conference Publication: Proceedings of the third International Conference on Information Systems Security (ICISS 2007)
    Page numbers: 234-249
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Utilizing BDI Features for Transactional Agent Execution
    Year: 2007
    Event name: Web Intelligence - 2007 IEEE/WIC/ACM International Conference
    Conference Publication: Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence
    Page numbers: 1-7
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

Publications in 2006

Journal Articles

Conference Publications/Papers

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)
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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)
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  • Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL
    Year: 2005
    Journal: ACM Transactions on Database Systems
    Volume: 30
    Issue: 3
    Page numbers: 698-721
    Publisher: Association for Computing Machinery Inc.(New York)
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  • Signal-based evaluation of handoff algorithms
    Year: 2005
    Journal: IEEE Communications Letters
    Volume: 9
    Issue: 9
    Page numbers: 790-792
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
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Conference Publications/Papers

  • A weighting scheme based on emerging patterns for weighted support vector machines
    Year: 2005
    Event name: 2005 IEEE International Conference on Granular Computing
    Conference Publication: 2005 IEEE International Conference on Granular Computing
    Page numbers: 435-440
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • An Ideal Base Station Sequence for Pattern Recognition Based Handoff in Cellular Networks
    Year: 2005
    Event name: International Conference on Information and Automation
    Conference Publication: Proceedings of the International Conference on Information and Automation
    Page numbers: 19-24
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Broadening Vector Space Schemes for Improving the Quality of Information Retrieval
    Year: 2005
    Event name: The Seventh Asia Pacific Web Conference
    Conference Publication: Lecture Notes in Computer Science
    Volume: 3399
    Page numbers: 15-26
    Publisher: Springer Verlag
    Author(s):
  • Efficient Mining of Contrast Patterns and their Application to Classification
    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: 39-47
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Expanding the Training Data Space Using Emerging Patterns and Genetic Methods
    Year: 2005
    Event name: Fifth SIAM International Conference on Data Mining
    Conference Publication: Proceedings of the Fifth SIAM International Conference on Data Mining
    Page numbers: 481-485
    Publisher: Society for Industrial and Applied Mathematics(Philadelphia)
    Author(s):
  • Exploiting traffic localities for efficient flow state lookup
    Year: 2005
    Event name: 4th International IFIP-TC6 Networking Conference (Networking 2005)
    Conference Publication: NETWORKING 2005: Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communication Systems
    Volume: 3462
    Page numbers: 1133-1145
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Improved Self-splitting Competitive Learning Algorithm
    Year: 2005
    Event name: Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 3518
    Page numbers: 372-377
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Mining Emerging Patterns and Classification in Data Streams
    Year: 2005
    Event name: 2005 IEEE/WIC/ACM International Conference on Web Intelligence
    Conference Publication: Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
    Page numbers: 272-275
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Semantic-Compensation-Based Recovery in Multi-Agent Systems
    Year: 2005
    Event name: Second IEEE Symposium on Multi-Agent Security and Survivability
    Conference Publication: Proceedings of the Second IEEE Symposium on Multi-Agent Security and Survivability
    Page numbers: 85-94
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):

Publications in 2004

Journal Articles

  • DeEPs: A New Instance-Based Lazy Discovery and Classification System
    Year: 2004
    Journal: Machine Learning
    Volume: 54
    Issue: 2
    Page numbers: 99-124
    Publisher: Kluwer Academic Publishers(Dordrecht)
    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)
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  • Incremental Maintenance on the Border of the Space of Emerging Patterns
    Year: 2004
    Journal: Data Mining and Knowledge Discovery
    Volume: 9
    Issue: 1
    Page numbers: 89-116
    Publisher: Kluwer Academic Publishers(Dordrecht)
    Author(s):
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  • On the Decidability of the Termination Problem of Active Database Systems
    Year: 2004
    Journal: Theoretical Computer Science
    Volume: 311
    Issue: 1-3
    Page numbers: 389-437
    Publisher: Elsevier Science
    Author(s):
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Conference Publications/Papers

  • A Framework for Goal-Based Semantic Compensation in Agent Systems
    Year: 2004
    Event name: Workshop on Safety and Security in Multi-Agent Systems held in conjunction with the International Conference on Autonomous Agents and Multi Agent Systems (AAMAS)
    Conference Publication: Workshop on Safety and Security in Multi-Agent Systems held in conjunction with the International Conference on Autonomous Agents and Multi Agent Systems
    Page numbers: 125-140
    Publisher: Columbia University Press(New York)
    Author(s):
    Editor(s):
  • A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer
    Year: 2004
    Event name: 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 3056
    Page numbers: 682-691
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Automatic Extraction of Semantic Concepts in Medical Images
    Year: 2004
    Event name: IEEE International Conference on Image Processing
    Conference Publication: Proceedings of the IEEE International Conference on Image Processing
    Page numbers: 1157-1160
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Emerging Patterns: Mining and Applications
    Year: 2004
    Event name: International Conference on Intelligent Sensing and Information Processing
    Conference Publication: Proceedings of the International Conference on Intelligent Sensing and Information Processing
    Page numbers: 409-414
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Exploiting Maximal Emerging Patterns for Classification
    Year: 2004
    Event name: 17th Australian Joint Conference on Artificial Intelligence
    Conference Publication: AI 2004: Advances in Artificial Intelligence
    Volume: 3339
    Page numbers: 1062-1068
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Hybrid Pre-Query Term Expansion Using Latent Semantic Analysis
    Year: 2004
    Event name: Fourth IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the Fourth IEEE International Conference on Data Mining
    Page numbers: 178-185
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Managing Semantic Compensation in a Multi-agent System
    Year: 2004
    Event name: On the Move to Meaningful Internet Systems 2004: CoopIS, DOA, and ODBASE
    Conference Publication: 2004 International Conference on Cooperative Information Systems
    Volume: 3290
    Page numbers: 245-263
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Noise Tolerant Classification by Chi Emerging Patterns
    Year: 2004
    Event name: 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 3056
    Page numbers: 201-206
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • ParaDualMiner: An Efficient Parallel Implentation of the DualMiner Algorithm
    Year: 2004
    Event name: 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 3056
    Page numbers: 96-105
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Preliminary work on pre-query term expansion using latent semantic analysis
    Year: 2004
    Event name: The Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining Workshop (PAKDD 2004)
    Conference Publication: The Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining Workshop
    Page numbers: 1-10
    Publisher: Springer Verlag(New York)
    Author(s):
  • Proactively Detecting Distributed Denial of Service Attacks Using Source IP Address Monitoring
    Year: 2004
    Event name: Third International IFIP-TC6 Networking Conference
    Conference Publication: Networking 2004: Networking Technologies, Services and Protocols; Performance of Computer and Communications Networks; Mobile and Wireless Communications
    Volume: 3042
    Page numbers: 771-782
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Spectral-Based Document Retrieval
    Year: 2004
    Event name: 9th Asian Computing Science Conference
    Conference Publication: Advances in Computer Science - ASIAN 2004
    Volume: 3321
    Page numbers: 407-417
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • The Application of Emerging Patterns for Improving the Quality of Rare-Class Classification
    Year: 2004
    Event name: 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 3056
    Page numbers: 207-211
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Using Emerging Patterns and Decision Trees in Rare-Class Classification
    Year: 2004
    Event name: Fourth IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the Fourth IEEE International Conference on Data Mining
    Page numbers: 315-318
    Publisher: IEEE Computer Society(California)
    Author(s):

Publications in 2003

Journal Articles

  • 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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Conference Publications/Papers

  • A Bayesian Approach to Use Emerging Patterns for Classification
    Year: 2003
    Event name: Fourteenth Australasian Database Conference
    Conference Publication: Proceedings of the Fourteenth Australasian Database Conference
    Page numbers: 39-48
    Publisher: Australian Computer Society(Sydney)
    Author(s):
  • A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns
    Year: 2003
    Event name: Third IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the Third IEEE International Conference on Data Mining
    Page numbers: 485-488
    Publisher: IEEE Computer Society(California)
    Author(s):
  • A reliable computational model for BDI Agents
    Year: 2003
    Event name: 1st International Workshop on Safe Agents, held in conjunction with AAMAS2003
    Conference Publication: 1st International Workshop on Safe Agents, held in conjunction with AAMAS2003
    Page numbers: 1-8
    Publisher: ACM Press(New York)
    Author(s):
  • Classification Using Constrained Emerging Patterns
    Year: 2003
    Event name: 4th International Conference on Web-Age Information Management
    Conference Publication: Advances in Web-Age Information Management
    Volume: 2762
    Page numbers: 226-237
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Detecting Distributed Denial of Service Attacks by Sharing Distributed Beliefs
    Year: 2003
    Event name: Eighth Australasian Conference on Information Security and Privacy
    Conference Publication: Information Security and Privacy
    Volume: 2727
    Page numbers: 214-225
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Detecting Reflector Attacks by Sharing Beliefs
    Year: 2003
    Event name: 46th IEEE Global Telecommunications Conference 2003
    Conference Publication: Globecom '03 - IEEE Global Telecommunications Conference
    Page numbers: 1358-1362
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Discovery of Emerging Patterns and their Use in Classification
    Year: 2003
    Event name: 16th Australian Conference on Artificial Intelligence
    Conference Publication: AI 2003: Advances in Artificial Intelligence
    Volume: 2903
    Page numbers: 1-12
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Efficiently Mining Interesting Emerging Patterns
    Year: 2003
    Event name: 4th International Conference on Web-Age Information Management
    Conference Publication: Advances in Web-Age Information Management
    Volume: 2762
    Page numbers: 189-201
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Noise Tolerance of EP-Based Classifiers
    Year: 2003
    Event name: 16th Australian Conference on Artificial Intelligence
    Conference Publication: AI 2003: Advances in Artificial Intelligence
    Volume: 2903
    Page numbers: 796-806
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Policies for Sharing Distributed Probabilistic Beliefs
    Year: 2003
    Event name: Twenty-Sixth Australasian Computer Science Conference
    Conference Publication: Proceedings of the Twenty-Sixth Australasian Computer Science Conference
    Page numbers: 285-290
    Publisher: Australian Computer Society(Sydney)
    Author(s):
  • Protection from distributed denial of service attacks using history-based IP filtering
    Year: 2003
    Event name: 2003 IEEE International Conference on Communications
    Conference Publication: Frontiers in Telecommunications: 2003 IEEE International Conference on Communications
    Page numbers: 482-486
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):

Publications in 2002

Conference Publications/Papers

  • 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):
  • A probabilistic approach to detecting network scans
    Year: 2002
    Event name: 8th IEEE/IFIP Network Operations and Management Symposium (NOMS 2002)
    Conference Publication: Proceedings NOMS 2002 : 2002 IEEE/IFIP Network Operations and Management Symposium - Management Solutions for the New Communications World
    Page numbers: 359-372
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(New York)
    Author(s):
  • Adjusted probabilistic packet marking for IP traceback
    Year: 2002
    Event name: NETWORKING 2002 : Networking Technologies, Services, and Protocols; Preformance of Computer and Communication Networks; Mobile and Wireless Communicaitons : Second International IFIP-TC6 Networking Co
    Conference Publication: NETWORKING 2002 : Second International IFIP-TC6 Networking Conference : Proceedings
    Page numbers: 697-708
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • An efficient single-scan algorithm for mining essential jumping emerging patterns for classification
    Year: 2002
    Event name: Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Advances in Knowledge Discovery and Data Mining
    Volume: 2336
    Page numbers: 456-462
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Defending Against Distributed Denial of Service Attacks Using Selective Pushback
    Year: 2002
    Event name: the Ninth IEEE International Conference on Telecommunications
    Conference Publication: Proceedings of the Ninth IEEE International Conference on Telecommunications
    Page numbers: 411-429
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Designing robust regression models in the presence of noise
    Year: 2002
    Event name: Second Workshop on the Foundation of Data Mining and Knowledge Discovery
    Conference Publication: IEEE ICDM02 Workshop Proceedings: The Foundation of Data Mining and Knowledge Discovery
    Page numbers: 235-242
    Publisher: Department of Medical Informatics, Shimane Medical University(Shimane)
    Author(s):
  • Fast algorithms for mining emerging patterns
    Year: 2002
    Event name: 6th European Conference on Principles and Practice of Knowledge Discovery in Databases
    Conference Publication: Principles of Data Mining and Knowledge Discovery
    Volume: 2431
    Page numbers: 39-50
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Learning to share distributed probabilistic beliefs
    Year: 2002
    Event name: Nineteenth International Conference on Machine Learning
    Conference Publication: Machine Learning: Proceedings of the Nineteenth International Conference
    Page numbers: 371-378
    Publisher: Morgan Kaufmann Publishers(San Francisco)
    Author(s):
  • Long-Term Learning for Web Search Engines
    Year: 2002
    Event name: 6th European Conference on Principles and Practice of Knowledge Discovery in Databases
    Conference Publication: Principles of Data Mining and Knowledge Discovery
    Volume: 2431
    Page numbers: 263-274
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Sparse Bayesian learning for regression and classification using Markov chain Monte Carlo
    Year: 2002
    Event name: Nineteenth International Conference on Machine Learning
    Conference Publication: Proceedings of the Nineteenth International Conference on Machine Learning
    Page numbers: 634-641
    Publisher: Morgan Kaufmann Publishers(San Francisco)
    Author(s):

Publications in 2001

Journal Articles

  • Making Use of the Most Expressive Jumping Emerging Patterns for Classification
    Year: 2001
    Journal: Knowledge and Information Systems
    Volume: 3
    Issue: 2
    Page numbers: 131 - 145
    Publisher: Springer-Verlag London(Surrey)
    Author(s):
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Conference Publications/Papers

  • Building Behaviour Knowledge Space to Make Classification Decision
    Year: 2001
    Event name: Fifth Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
    Conference Publication: Lecture Notes in Artificial Intelligence
    Volume: 2035
    Page numbers: 488 - 494
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Combining the Strength of Pattern Frequency and Distance for Classification
    Year: 2001
    Event name: Fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining
    Conference Publication: Lecture Notes in Artificial Intelligence
    Volume: 2035
    Page numbers: 455 - 466
    Publisher: Springer Verlag(Berlin)
    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):
  • Transaction Orientated Computational Models for Multi-Agent Systems
    Year: 2001
    Event name: Thirteenth IEEE International Conference on Tools with Artificial Intelligence
    Conference Publication: Proceedings of the Thirteenth IEEE International Conference on Tools with Artificial Intelligence
    Page numbers: 11 - 17
    Publisher: IEEE Computer Society(California)
    Author(s):
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