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Research Output

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 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

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)

Age and Gender Classification Using EEG Paralinguistic Features

TRAN, D., HUANG, X. & MA, W., 2013, The 6th IEEE/EMBS Conference on Neural Engineering (NER). Sunagawa, K., Roux, C., Tamura, T., Lovell, N. & Makikawa, M. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1295-1298 4 p.

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

13 Citations (Scopus)

A General Aggregate Model for Improving Multi-class Brain-computer interface Systems' Performance

TRAN, D., HUANG, X. & 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. 1297-1301 5 p.

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

1 Citation (Scopus)

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
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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
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6 Citations (Scopus)

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)

A Multiple Agents Based Intrusion Detection System

Ma, W. & Sharma, D., 2005, Knowledge-Based Intelligent Information and Engineering Systems. Khosla, Howlett & Jain. (eds.). Germany: Springer, p. 205-211 7 p.

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

5 Citations (Scopus)

Analysing the robust EEG channel set for person authentication

Altahat, S., CHETTY, G., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP): Lecture Notes in Computer Science (LNCS). Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Istanbul: Springer, Vol. 9492. p. 162-173 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

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

3 Citations (Scopus)
2 Downloads (Pure)

An approach to detect network attacks applied for network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014. Han, S. & Li, T. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 655-660 6 p. 6980912. (2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014).

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

3 Citations (Scopus)

A New Approach to Compressed File Fragment Identification

NGUYEN, K., TRAN, D., MA, W. & SHARMA, D., 2015, International Joint Conference CISIS 2015 and ICEUTE 2015: CISIS'15 and ICEUTE'15. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 369. p. 377-387 11 p. (Advances in Intelligent Systems and Computing; vol. 369).

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

1 Citation (Scopus)

A new approach to executable file fragment detection in network forensics

TRAN, D., MA, W. & SHARMA, D., 2014, International Conference on Network and System Security (NSS 2014). Au, M. H., Carminati, B. & Kuo, C. -C. J. (eds.). Germany: Springer, Vol. 8792. p. 510-517 8 p. (Lecture Notes in Computer Science; vol. 8792).

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

2 Downloads (Pure)

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
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4 Citations (Scopus)
3 Downloads (Pure)

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
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2 Citations (Scopus)

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
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5 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)

An intelligent learning-based watermarking scheme for outsourced biomedical time series data

Tran, D., Ma, W. & Pham, D., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-May. p. 4408-4415 8 p. 7966414. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

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

1 Citation (Scopus)

A Noise Tolerant Spam Email Detection Engine

Tran, D., Ma, W. & Sharma, D., 2006, Proceedings of the 5th Workshop on the Internet, Telecommunications and Signal Processing. Wysocki, B. J. & Wysocki, T. A. (eds.). Hobart, Australia: DSP for Communication Systems, p. 1-5 5 p.

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

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
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16 Citations (Scopus)

A Novel Approach to Programming: Agent Based Software Engineering

Sharma, D., Ma, W. & Tran, D., 2006, 10th International Conference, KES 2006. Knowledge-Based Intelligent Information and Engineering Systems. Gabrys, B., Howlett, R. J. & Jain, L. C. (eds.). Germany: Springer, p. 1184-1191 8 p. (Lecture Notes in Computer Science; vol. 4253).

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

2 Citations (Scopus)

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)

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
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15 Citations (Scopus)
9 Downloads (Pure)

A novel sphere-based maximum margin classification method

TRAN, D., HUANG, X. & MA, W., 2014, 2014 22nd International Conference on Pattern Recognition. Heyden, A., Laurendeau, D. & Felsberg, M. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 620-624 5 p. 6976827. (Proceedings - International Conference on Pattern Recognition).

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

5 Downloads (Pure)

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
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3 Citations (Scopus)

A proposed approach to compound file fragment identification

TRAN, D., MA, W. & SHARMA, D., 2014, Network and System Security - 8th International Conference, NSS 2014, Proceedings: 8th International Conference, NSS 2014 Xi’an, China, October 15-17, 2014 Proceedings. Carminati, B., Au, M. H. & Kuo, C-C. J. (eds.). Cham, Switzerland: Springer, Vol. 8792. p. 493-500 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8792).

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

1 Citation (Scopus)

A proposed blind DWT-SVD watermarking scheme for EEG data

Pham, D., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP 2015): Lecture notes in computer science. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Cham, Switzerland: Springer, Vol. 9492. p. 69-76 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

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

6 Citations (Scopus)
2 Downloads (Pure)

A proposed pattern recognition framework for EEG-based smart blind watermarking system

Pham, D., Tran, D. & Ma, W., 4 Dec 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. IEEE, Institute of Electrical and Electronics Engineers, p. 955-960 6 p. 7899759

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

A proposed statistical model for spam email detection

Tran, D., Ma, W. & Sharma, D., 2006, 1st International Conference on Theories and Applications of Computer Science 2006, ICTACS 2006. Ho, B. T. (ed.). Vietnam: World Scientific Publishing, p. 15-24 10 p.

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

2 Citations (Scopus)

A Study of Combined Lossy Compression and Person Identification on EEG Signals

Nguyen, B., Ma, W. & Tran, D., 7 Jun 2018, International Joint Conference SOCO’18-CISIS’18-ICEUTE’18, San Sebastian, Spain, June 6-8 Proceedings. Grana, M., Lopez-Guede, J. M., Etxaniz, O., Herrero, A., Saez, J. A., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 771. p. 449-458 10 p. (Advances in Intelligent Systems and Computing; vol. 771).

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

1 Citation (Scopus)

A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals

NGUYEN, T. B., MA, W. & TRAN, D., 3 Sep 2018, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier, Vol. 126. p. 156-165 10 p. (Procedia Computer Science).

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

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

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 Study on the Feasibility of Using EEG Signals for Authentication Purpose

MA, W., TRAN, D. & Nguyen, P., 2013, Proceedings of the 20th International Conference on Neural Information Processing (ICONIP 2013), Part II: Lecture Notes in Computer Science. Lee, M., Hirose, A., Hou, Z-G. & Kil, R. M. (eds.). Heidelberg: Springer, Vol. 8227. p. 562-569 8 p.

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

12 Citations (Scopus)
6 Downloads (Pure)

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)

A study on the stability of EEG signals for user authentication

PHAM, T., MA, W., TRAN, D., Tran, D. S. & PHUNG, D., 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER). Piscataway, NJ, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 122-125 4 p.

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

10 Citations (Scopus)

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)

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)
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
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3 Citations (Scopus)

Combination Features for Semantic Similarity Measure

HUYNH, D., TRAN, D. & MA, W., 2014, Proceedings of the International MultiConference of Engineers and Computer Scientists 2014. Ao, S. I., Castillo, O., Douglas, C., Feng, D. D. & Lee, J-A. (eds.). Hong Kong: Newswood Limited, Vol. 2209. p. 324-327 4 p. (Lecture Notes in Engineering and Computer Science).

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

Open Access
2 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

Conditional Entropy Approach to Multichannel EEG-Based Person Identification

PHUNG, D., TRAN, D., MA, W. & PHAM, T., 2015, International Joint Conference CISIS 2015 and ICEUTE 2015: CISIS'15 and ICEUTE'15. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 369. p. 157-165 9 p. (Advances in Intelligent Systems and Computing ; vol. 369).

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

2 Citations (Scopus)

Contextual Analysis for the Representation of Words

HUYNH, D., TRAN, D. & MA, W., 2014, In : IAENG International Journal of Computer Science. 41, 2, p. 148-152 5 p.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

Decision tree algorithms for image data type identification

NGUYEN, K., TRAN, D., MA, W. & SHARMA, D., 2017, In : Interest Group in Pure and Applied Logics. Logic Journal. 25, 1, p. 67-82 16 p.

Research output: Contribution to journalArticle

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)

Detecting Image Based Spam Email By Using OCR and Trigram Method

Ma, W., Tran, D. & Sharma, D., 2006, Proceeding of the Asia-Pacific Workshop on Visual Information Processing. Lu, H. & Xu, C. (eds.). China: National Laboratory of Pattern Recognition, China, p. 94-98 5 p.

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

Detecting Spam Email by Extracting Keywords from Image Attachments

Ma, W., Tran, D. & Sharma, D., 2006, 2006 International Conference on Hybrid Information Technology. Lee, G., Slezak, D., Sloot, P. & Kim, T. (eds.). Korea: SERC and SERSC, Korea, p. 1-10 10 p.

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

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)