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Research Output

2013

Maximal Margin Learning Vector Quantisation

TRAN, D., Nguyen, V. & MA, W., 2013, The 2013 International Joint Conference on Neural Networks (IJCNN). Angelov, P. & Levine, D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1668-1673 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Motor imagery EEG-based person verification

Tran, D., Huang, X. & Ma, W., 2013, International Work-Conference on Artificial Neural Networks: Advances in Computational Intelligence IWANN 2013. Rojas, I., Joya, G. & Gabestany, J. (eds.). Berlin: Springer, Vol. 2. p. 430-438 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

12 Citations (Scopus)
3 Downloads (Pure)

Object Recognition in a Context-Aware Application

VO, T., TRAN, D. & MA, W., 4 Aug 2013, The 2013 International Joint Conference on Neural Networks (IJCNN). Angelov, P. & Levine, D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 2817-2824 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Downloads (Pure)

Parallel Support Vector Data Description

TRAN, D., HUANG, X. & MA, W., 2013, International Work-Conference on Artificial Neural Networks:Advances in Computational Intelligence (IWANN 2013): Lecture Notes in Computer Science. Rojas, I., Joya, G. & Gabestany, J. (eds.). Berlin: Springer, Vol. 7902. p. 280-290 11 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
1 Downloads (Pure)

Proximity multi-sphere support vector clustering

TRAN, D., MA, W. & SHARMA, D., 2013, In : Neural Computing and Applications. 22, 7-8, p. 1309-1319 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2012

A Comprehensive Survey of the Feature Extraction Methods in the EEG Research

Ma, W., Tran, D. & Campbell, J., 2012, Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Koji, N. & Albert, Y. Z. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 274-283 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)

A unified model for support vector machine and support vector data description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1984-1991 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)
4 Downloads (Pure)

Deterministic Annealing Multi-sphere Support Vector Data Description

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, International Conference on Neural Information Processing: Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidellberg, Germany: Springer, Vol. 7665. p. 183-190 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
3 Downloads (Pure)

Enhancing Security in E-Health Communications using Muti-agent System

Sulaiman, R., Sharma, D. & Ma, W., 2012, In : Journal of Computer Science. 8, 5, p. 637-647 11 p.

Research output: Contribution to journalArticle

Open Access
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Fuzzy Multi-Sphere Support Vector Data Description: International Conference on Fuzzy Systems (FUZZ-IEEE)

Le, T., Tran, D., Ma, W. & Sharma, D., 2012, 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Abbass, H. (ed.). New York: IEEE, Institute of Electrical and Electronics Engineers, p. 1956-1960 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

4 Citations (Scopus)
1 Downloads (Pure)

Information technologies: opportunities and challenges in personal healthcare systems

Ma, W., Tran, D., Hong, L., Zhou, S-M., Oh, B., Waddington, G., Sharma, D., Sirisaengtaksin, O., Scarvell, J., McGrath, T. & Huynh, D., 2012, In : International Journal of Healthcare Technology and Management. 13, 5/6, p. 345-362 18 p.

Research output: Contribution to journalArticle

Securing online communications using MLC and MAS in E- health

Sulaiman, R., Sharma, D., Ma, W. & Tran, D., 2012, In : Australian Journal of Basic and Applied Sciences. 6, 9, p. 588-604 17 p.

Research output: Contribution to journalArticle

Senior Health Monitoring Using Kinect

Tran, D., Ma, W. & Sharma, D., 2012, The 4th International Conference on Communications Electronics (ICCE). Quynh, N. X., Park, J. & Graglia, R. D. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 309-312 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

41 Citations (Scopus)
2011

Adaptable Term Weighting Framework for Text Classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 2011, Internationoal Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2011): Lecture Notes in Computer Science. Gelbukh, A. F. (ed.). Berlin Heidelberg: Springer Verlag, Vol. 6609. p. 254-265 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

A new security model using multilayer approach for E-health services

Sulaiman, R., SHARMA, D., MA, W. & TRAN, D., 2011, In : Journal of Computer Science. 7, 11, p. 1691-1703 13 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)

A new term ranking method based on relation extraction and graph model for text classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 17 Jan 2011, ASCS '11 Proceedings of Thirty-Fourth Australasian Computer Science Conference. Reynold, M. (ed.). Darlinghurst, Australia: Australian Computer Society, Vol. 113. p. 145-152 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2 Citations (Scopus)
2 Downloads (Pure)

A Novel Parameter Refinement Approach to One Class Support Vector Machine

Tran, D., Ma, W. & Sharma, D., 2011, International Conference on Neural Information Processing (ICONIP 2011): Lecture Notes in Computer Science. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin Heidelberg: Springer Verlag, Vol. 7063. p. 529-536 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
4 Downloads (Pure)

Generalized Support Vector Machine for Brain-Computer Interface

Tran, D., Ma, W. & Sharma, D., 2011, International Conference on Neural Information Processing (ICONIP 2011): Lecture Notes in Computer Science. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Germany: Springer, Vol. 7062. p. 692-700 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
6 Downloads (Pure)

Grammatical Dependency-Based Relations for Term Weighting in Text Classification

Hyunh, D., Tran, D., Ma, W. & Sharma, D., 2011, Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD 2011: Advances in Knowledge Discovery and Data Mining . Zhexue, J., Cao, H. L. & Srivastava, J. (eds.). Berlin: Springer, Vol. 6634. p. 476-487 12 p. (LNCS (Lecture Notes in Computer Science); vol. 6634).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Impact of restrictive composition policy on user password choices

Campbell, J., Ma, W. & Kleeman, D., 2011, In : Behaviour and Information Technology. 30, 3, p. 379-388 10 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Multiple distribution data description learning algorithm for novelty detection

Le, T., Tran, D., Ma, W. & Sharma, D., 2011, Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011, Proceedings, Part II. Huang, J. Z., Cao, L. & Srivastava, J. (eds.). Berlin, Germany: Springer, p. 246-257 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6635 LNAI, no. PART 2).

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)

Multiple Distribution Data Description Learning Method for Novelty Detection

Tran, D., Ma, W. & Sharma, D., 31 Jul 2011, The 2011 International Joint Conference on Neural Networks (IJCNN 2011). Minai, A. A. (ed.). San Jose, USA: IEEE, Vol. 1. p. 2321-2326 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

9 Citations (Scopus)

Multi-sphere support vector clustering

Le, T., Tran, D., Nguyen, P., Ma, W. & Sharma, D., 2011, Neural Information Processing: 18th International Conference, ICONIP 2011, Proceedings, Part II. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin, Germany, p. 537-544 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7063 LNCS, no. PART 2).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2010

A new fuzzy membership computation method for fuzzy support vector machines

Tran, D., Ma, W. & Sharma, D., 2010, 2010 Third International Conference on Communications and Electronics (ICCE). USA: IEEE, p. 153-157 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
4 Citations (Scopus)
3 Downloads (Pure)

A new support vector machine method for medical image classification

Tran, D., Ma, W. & Sharma, D., 2010, 2010 2nd European Workshop on Visual Information Processing (EUVIP). USA: IEEE, p. 165-170 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
5 Citations (Scopus)

An optimal sphere and two large margins approach for novelty detection

Tran, D., Ma, W. & Sharma, D., 2010, 2010 International Joint Conference on Neural Networks (IJCNN). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
16 Citations (Scopus)

A practical study on shape space and its occupancy in negative selection

Ma, W., Tran, D. & Sharma, D., 2010, WCCI 2010: IEEE World Congress on Computational Intelligence. Piscataway, N.J., USA: IEEE, p. 623-629 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
3 Citations (Scopus)

A study on exploring the expansion of IT WIL programs into non-IT organisations

Ma, W., Boland, G. & Phillips, D., 2010, Australian Collaborative Education Network National Conference 2010: Conference Proceedings: Work Integrated Learning (WIL): responding to challenges. Campbell, M. (ed.). Australia: Australian Collaborative Education Network (ACEN) Incorporated, p. 262-270 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access

A theoretical framework for multi-sphere support vector data description

Tran, D., Ma, W. & Sharma, D., 2010, International Conference on Neural Information Processing, ICONIP 2010: Neural Information Processing. Models and Applications. Berlin, Germany: Springer, Vol. 6444. p. 132-142 11 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)

Fuzzy feature weighting techniques for vector quantisation

Tran, D., Ma, W. & Sharma, D., 2010, 2010 IEEE World Congress on Computational Intelligence. United States: IEEE, Institute of Electrical and Electronics Engineers

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File

Negative selection as a means of discovering unknown temporal patterns

Ma, W., Tran, D. & Sharma, D., 2010, ICIS 2010: International Conference on Intelligent Systems. Lacity, M., March, S. & Niederman, F. (eds.). Online: World Academy of Science, Engineering and Technology, Vol. 65. p. 996-1002 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access

Password Entropy and Password Quality

Ma, W., Campbell, J., Tran, D. & Kleeman, D., 2010, Fourth International Conference on Network and System Security (NSS 2010). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 583-587 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
33 Citations (Scopus)
5 Downloads (Pure)
2009

A Generic Framework for Soft Subspace Pattern Recognition

Tran, D., Ma, W. & Sharma, D., 2009, Theory and Novel Applications of Machine Learning. Er, M. J. & Zhou, Y. (eds.). 1st ed. Croatia: In-Tech, p. 197-208 12 p.

Research output: A Conference proceeding or a Chapter in BookChapter

Open Access
File

A Multi-Agent Security Architecture

Sulaiman, R., Sharma, D., Ma, W. & Tran, D., 2009, Proceedings of the 2009 Third International Conference on Network and System Security (NSS 2009). Xiang, Y., Lopez, J., Wang, H. & Zhou, W. (eds.). Gold Coast, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 184-191 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
6 Citations (Scopus)

A Novel Spam Email Detection System Based on Negative Selection

Ma, W., Tran, D. & Sharma, D., 2009, Fourth International Conference on Computer Sciences and Convergence Information Technology. Sungwon, Sohn, Kwack, K. D., Um, K., Lee, G. Y. & Ko, F. (eds.). Seoul, Korea: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 987-992 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
15 Citations (Scopus)
9 Downloads (Pure)

Fuzzy Subspace Hidden Markov Models for Pattern Recognition

Tran, D., Ma, W. & Sharma, D., 2009, IEEE-RIVF International Conference on Computing and Communication Technologies: Research, Innovation and Vision for the Future. Cao, T., Kutsche, R-D. & Demaille, A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 43-48 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
1 Downloads (Pure)
2008

A Study on the Feature Selection of Network Traffic for intrusion Detection Purpose

Ma, W., Tran, D. & Sharma, D., 2008, Proceedings of the IEEE Intelligence and Security Informatics Conference 2008 (ISI 2008). Yang, C., Chen, W., Hsu, W. & Wu, T. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 245-247 3 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
12 Citations (Scopus)
1 Downloads (Pure)
Open Access

Automated network feature weighting-based anomaly detection

Tran, D., Ma, W. & Sharma, D., 2008, 2008 IEEE International Conference on Intelligence and Security Informatics. IEEE, Institute of Electrical and Electronics Engineers, p. 162-166 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2 Citations (Scopus)

Automated network feature weighting-based intrusion detection systems

Tran, D., Wanli, M. & Sharma, D., 2008, 2008 IEEE International Conference on System of Systems Engineering, SoSE 2008. Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
3 Citations (Scopus)

Filtering Spam Email with Flexible Preprocessors

Ma, W., Tran, D. & Sharma, D., 2008, Advances in Communication Systes and Electrial Engineering. Huang, X., Chen, Y-S. & Ao, S. (eds.). New York, USA: Springer, p. 211-227 17 p.

Research output: A Conference proceeding or a Chapter in BookChapter

3 Citations (Scopus)

Negative Selection with Antigen Feedback in Intrusion Detection

Ma, W., Tran, D. & Sharma, D., 2008, 7th International Conference on Artificial Immune Systems (ICARIS 2008). Bentley, P. J., Lee, D. & Jung, S. (eds.). Germany: Springer, p. 200-209 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
5 Citations (Scopus)
1 Downloads (Pure)

Network Intrusion detection Using Subspace Methods

Tran, D., Ma, W. & Sharma, D., 2008, Proceedings of the Second International Conference on communications and Electronics. Trung, N. Q., Zich, R. & Popescu-Zeletin, R. (eds.). Vietnam: IEEE, Institute of Electrical and Electronics Engineers, p. 471-475 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2007

A Conceptual Framework for Assessing Password Quality

Ma, W., Campbell, J., Tran, D. & Kleeman, D., 2007, In : IAHS Proceedings and Reports. 7, 1, p. 179-185 7 p.

Research output: Contribution to journalArticle

A Multi-Agent Security Framework for e-health Services

Sulaiman, R., Ma, W., Tran, D. & Sharma, D., 2007, Knowledge-Based Intelligent Information Engineering Systems: KES2007 - WIRN 2007. Apollini, B., Howlett, R. J. & Jain, L. (eds.). Germany: Springer, p. 547-554 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

6 Citations (Scopus)

Concurrent Programming with Multiagents and the Chemical Abstract Machine

Ma, W., Tran, D., Sharma, D. & Lin, H., 2007, Architectural Design of Multi-Agents Systems: Technologies and Techniques. Lin, H. (ed.). United States: Idea Group Reference, p. 26-47 22 p.

Research output: A Conference proceeding or a Chapter in BookChapter

Concurrent programming with multi-agents and the chemical abstract machine

Ma, W., Tran, D., Sharma, D., Lin, H. & Anderson, M., 2007, Architectural Design of Multi-Agent Systems: Technologies and Techniques. Lin, H. (ed.). Hershey, USA: IGI Global, p. 26-47 22 p.

Research output: A Conference proceeding or a Chapter in BookChapter

Detecting Image Based Spam Email

Ma, W., Tran, D. & Sharma, D., 2007, Advances in Hybrid Information Technology, Lecture Notes in Artificial Intelligence. Szczuka, M. S., Howard, D., Slezak, D., Kim, H., Kim, T., Ko, I., Lee, G. & Sloot, P. M. A. (eds.). Germany: Springer, p. 168-177 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)

Fuzzy and Markov Models for Keystroke Biometrics Authentication

Tran, D., Ma, W., Chetty, G. & Sharma, D., 2007, New Advances in Simulation, Modeling and Optimization. Xu, D. (ed.). Beijing, China: World Scientific Publishing, p. 89-94 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access

Fuzzy Normalisation Methods for Typist Verification

Tran, D., Ma, W., Sharma, D. & Chetty, G., 2007, Lecture Notes in Engineering and Computer Science. Ao, S. I. & Castillo, O. (eds.). Hong Kong: Newswood Ltd. International Association of Engineers, p. 212-216 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution