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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Projects 2005 2017

Research Output 2002 2017

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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

Electroencephalography
Authentication