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
Fingerprint Dive into the research topics where Dat Tran is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 6 Similar Profiles
Electroencephalography
Engineering & Materials Science
Data description
Engineering & Materials Science
Authentication
Engineering & Materials Science
Support vector machines
Engineering & Materials Science
Brain computer interface
Engineering & Materials Science
Experiments
Engineering & Materials Science
Vector quantization
Engineering & Materials Science
Biometrics
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., D, S. & 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., D, S. & Tran, D.
Australia-China Science and Research Fund
1/07/12 → 30/06/14
Project: Other
Research Output 2002 2019
2
Citations
(Scopus)
EEG-Based Person Authentication System in Different Brain States
Tran, N., TRAN, D., LIU, S., MA, W. & PHAM, T., 16 May 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 1050-1053 4 p. 8716949. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Electroencephalography
Authentication
Brain
Security systems
Neurons
1
Citation
(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 Book › Conference contribution
Electroencephalography
Identification (control systems)
Biometrics
1
Citation
(Scopus)
3
Downloads
(Pure)
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 Book › Conference contribution
Open Access
File
Electroencephalography
1
Citation
(Scopus)
2
Downloads
(Pure)
Emotional Influences on Cryptographic Key Generation Systems using EEG signals
NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., 3 Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2018. Howlett, R. J., Jain, L. C., Popovic, Z., Popovic, D., Vukosavic, S., Toro, C. & Hicks, Y. (eds.). Belgrade, Serbia: Elsevier, Vol. 126. p. 703-712 10 p. (Procedia Computer Science).Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Open Access
File
Electroencephalography
Error correction
Feature extraction
Experiments
Impact of lossy data compression techniques on EEG-based pattern recognition systems
NGUYEN, T. B., MA, W. & TRAN, D., 20 Aug 2018, 2018 24th International Conference on Pattern Recognition (ICPR). Beijing, PRC: IEEE, p. 2308-2313 6 p.Research output: A Conference proceeding or a Chapter in Book › Conference contribution
Pattern recognition systems
Data compression
Electroencephalography
Experiments