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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

File
Decision Tree
Compression
Entropy
Experiment
1 Citations

Investigating the Impact of Epilepsy on EEG-based Cryptographic Key Generation Systems

Nguyen, D., Tran, D., Sharma, D. & Ma, W. 1 Sep 2017 Procedia Computer Science: International Conference on Knowledge Based and Intelligent Information and ENgineering Systems (KES 2017). 2017 ed. Netherlands: Elsevier, Vol. 112, p. 177-185 9 p. (Procedia Computer Science)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Electroencephalography
Error correction
Brain
Experiments
1 Citations

On the Study of EEG-based Cryptographic Key Generation

Nguyen, D., Tran, D., Sharma, D. & Ma, W. 1 Sep 2017 Procedia Computer Science: International Conference on Kno wledge Based and Intelligent Information and Engineering Systems (KES2017). Marseille, France: Elsevier, Vol. 112, p. 936-945 10 p. (Procedia Computer Science)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Biometrics
Electroencephalography
Data mining
Bioelectric potentials
Security systems
Open Access
File
Watermarking
Data mining
Time series
Electroencephalography
Electrocardiography
3 Citations

Wavelet transform and adaptive arithmetic coding techniques for EEG lossy compression

NGUYEN, T. B., Nguyen, D., Ma, W. & Tran, D. 14 May 2017 2017 International Joint Conference on Neural Networks (IJCNN 2017) - Proceedings. Anchorage, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3153-3160 8 p. 7966249

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Wavelet transforms
Brain computer interface
Security systems
Authentication