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 Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
- 8 Similar Profiles
Electroencephalography
Engineering & Materials Science
Data description
Engineering & Materials Science
Brain computer interface
Engineering & Materials Science
Support vector machines
Engineering & Materials Science
Authentication
Engineering & Materials Science
Image classification
Engineering & Materials Science
Feature extraction
Engineering & Materials Science
Experiments
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 2017
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
Ownership protection of outsourced biomedical time series data based on optimal watermarking scheme in data mining
PHAM, T. D., TRAN, D. & MA, W. 2017 In : Australasian Journal of Information Systems. 21, 25 p., 1541Research output: Contribution to journal › Article
Open Access
File
Watermarking
Data mining
Time series
Electroencephalography
Electrocardiography
1
Citations
Fast Kernel-based Method for Anomaly Detection
Le, A., Le, T., Nguyen, K., Nguyen, V., Le, T. & TRAN, D. 2016 2016 International Joint Conference on Neural Networks (IJCNN). Chen, H. A. A. H. (ed.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, p. 3211-3217 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Fuzzy Kernel Stochastic Gradient Descent Machines
Nguyen, T., Duong, P., Le, T., Le, A., Ngo, V., TRAN, D. & MA, W. 2016 2016 International Joint Conference on Neural Networks (IJCNN). Abbass, H. A. & Chen, H. (eds.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1, p. 3226-3232 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Geometry
Sampling
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.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Electroencephalography
Authentication