Projects per year
Personal profile
Biography
Dr Dat Tran is an Associate Professor in the Information Technology & Engineering academic program. He is Head of the Computational Intelligence, Knowledge and Data Mining (CIKADA) research cluster.
Dr Tran received his B.Sc. and M.Sc. degrees from University of Science, Vietnam, in 1984 and 1994, respectively. He received his Graduate Diploma in Information Sciences and Ph.D. degree in Information Sciences & Engineering from University of Canberra, Australia in 1996 and 2001, respectively. He was an IBM intern in Pen Technologies Group, IBM T. J. Watson Research, Yorktown Heights, New York, USA from June 2000 to September 2000.
He has served as reviewer for IEEE Transaction on Fuzzy Systems, IEEE Transaction on Systems, Man and Cybernetics Part B, IEEE Transactions on Geoscience and Remote Sensing, Pattern Recognition, Pattern Recognition Letters, Physica and Bioinformatics journals. He has also served as Conference Chair, Session Chair and member of Program Committee for some international conferences.
Dr Tran focuses on learning and classification algorithms and applications for people with disability. He has published over 100 peer-reviewed research papers to date and is an experienced research student supervisor. He is a senior member of the IEEE.
Research interests
- Pattern recognition and data mining
- Machine learning and computational intelligence
- Brain-computer interfaces and robotics
- Natural language processing
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- 8 Similar Profiles
Electroencephalography
Engineering & Materials Science
Data description
Engineering & Materials Science
Authentication
Engineering & Materials Science
Brain computer interface
Engineering & Materials Science
Biometrics
Engineering & Materials Science
Vector quantization
Engineering & Materials Science
Experiments
Engineering & Materials Science
Watermarking
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2005 2017
- 8 Finished
eLiving Lab (Schedule # 3 under the Umbrella Agreement - 2011000120)
WADDINGTON, G., CHETTY, G., DAVEY, R., Hanlon, L., SCARVELL, J., SHARMA, D. & TRAN, D.
28/02/14 → 28/02/17
Project: Other
Enhancing Interactions using Vision and Depth based Techniques (HDR student Stuart James Anderson)
1/04/13 → 31/03/16
Project: Other
Investigating Epileptic Disorders and Brain-Computer Interface Systems
7/01/13 → 10/07/14
Project: Other
Intelligent Data Mining and Information Fusion
HUANG, X., Li, S., Liao, B., MA, W., SHARMA, D. & TRAN, D.
Australia-China Science and Research Fund
1/07/12 → 30/06/14
Project: Other
Research Output 2002 2018
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 Book › Conference contribution
Electroencephalography
Identification (control systems)
Biometrics
On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems
NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier B.V, Vol. 126. p. 713-722 10 p. (Procedia Computer Science; vol. 126).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Open Access
File
Electroencephalography
Brain
Error correction
Alcohols
Experiments
Decision tree algorithms for image data type identification
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 journal › Article
File
Decision Tree
Compression
Entropy
Experiment
2
Citations
(Scopus)
EEG-Based random number generators
Nguyen, D., Tran, D., Ma, W. & Nguyen, K., 26 Jul 2017, Proceedings 11th International Conference on Network and System Security (NSS 2017): Lecture Notes in Computer Science. Yan, Z. (ed.). Cham, Switzerland: Springer-Verlag London Ltd., Vol. 10394. p. 248-256 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Random number Generator
Electroencephalography
Pseudorandom number Generator
Statistical tests
Random number
Experimental study on the effects of watermarking techniques on EEG-based application system performance
Pham, T. D., Tran, D. & Ma, W., 26 Oct 2017, Neural Information Processing - Proceedings of the 24th International Conference (ICONIP 2017). Guangzhou, China: Springer-Verlag London Ltd., p. 662-671 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10639 LNCS).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Watermarking
Electroencephalography
System Performance
Experimental Study
Emotion Recognition