Text Box:                 

Dr. Dat Tran        

                                     

BSc, MSc UHCM, PhD Inf. Sci. UC

Senior Lecturer in Software Engineering
Address: University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601, Australia

Office: 11B17, Phone:  +61 2 6201 2394, Fax:  +61 2 6201 5231
Email:  dat.tran@canberra.edu.au, Web: http://staff.ise.canberra.edu.au/dtran/

 

Home  –  Teaching  –  Research  –  Publications –  Activities

Dat Tran – Publications

2008

  1. Dat Tran, Tuan Pham, and Xiaobo Zhou, “Subspace Vector Quantization and Markov Modeling for Cell Phase Classification”, Proceedings of the International Conference on Image Analysis and Recognition (ICIAR), in Image Analysis and Recognition of Lecture Notes in Computer Science, Portugal, vol. 5112, pp. 844-853, 2008
  2. Dat Tran, Wanli Ma, Dat Tran, and Dharmendra Sharma, " Automated Feature Weighting for Network Anomaly Detection”, IJCSNS International Journal of Computer Science and Network Security, Vol. 8  No. 2  pp. 173-178, 2008
  3. Dat Tran, Wanli Ma, and Dharmendra Sharma, "Network Intrusion Detection Using Subspace Methods”, Proceedings of HUT-ICCE Conference, Hoi An, Vietnam, pp. 471-475, 2008
  4. Dat Tran, Wanli Ma, and Dharmendra Sharma, "Automated Network Feature Weighting-Based Anomaly Detection”, Proceedings of IEEE Intelligence and Security Informatics Conference, Taipei, Taiwan, pp. 162-166, 2008
  5. Dat Tran and Tuan Pham, “”,
  6. Wanli Ma, Dat Tran, and Dharmendra Sharma, "Filtering Spam Email with Flexible Preprocessors", Book chapter in the book Advances in Communication Systems and Electrical Engineering, Editors: Huang, Xu; Chen, Yuh-Shyan; Ao, Sio-Iong, ISBN: 978-0-387-74937-2, Springer, Lecture Notes Electrical Engineering, vol. 4, chapter 15, pp. 211-227, 2008
  7. Wanli Ma, Dat Tran, and Dharmendra Sharma, "A Study on the Feature Selection of Network Traffic for Intrusion Detection Purpose”, Proceedings of IEEE Intelligence and Security Informatics Conference, Taipei, Taiwan, pp. 245-247, 2008
  8. Wanli Ma, Dat Tran, and Dharmendra Sharma, “Negative Selection with Antigen Feedback in Intrusion Detection”, in Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS 2008), Thailand, pp. 200-209, 2008
  9. Tuan Hoang, Dat Tran, and Dharmendra Sharma, "Remote Multimodal Biometric Authentication Using Bit Priority-Based Fragile Watermarking”, in Proceedings of the 19th International Conference on Pattern Recognition (ICPR), Tampa, Florida, USA, 2008 (to appear)
  10. Tuan Hoang, Dat Tran, and Dharmendra Sharma, "Bit Priority-Based Biometric Watermarking”, Proceedings of HUT-ICCE Conference, Hoi An, Vietnam, pp. 191-195, 2008
  11. Tuan Hoang, Dat Tran, and Dharmendra Sharma, “A New Priority-Based Fragile Watermarking for Remote Multimodal Biometric Authentication”, in Proceedings of the 4th International Symposium on Image/Video Communications over fixed and mobile networks”, Spain, 2008

2007

  1. D.T. Tran and T.D. Pham, "Modeling Methods for Cell Phase Classification", Book chapter in the book Advanced Computational Methods for Biocomputing and Bioimaging, Editors: Tuan D. Pham, Hong Yan, Denis I. Crane, Nova Science Publishers, New York, USA, ISBN: 1-60021-278-6, chapter 7, pp. 143-166, 2007
  2. Wanli Ma, Dat Tran, Dharmendra Sharma, Hong Lin, and Mary Anderson, "Concurrent Programming with Multiagents and the Chemical Abstract Machine", Book chapter in the book Architectural Design of Multi-Agent Systems: Technologies and Techniques, pp. 26-47, 2007
  3. Dharmendra Sharma, Wanli Ma, Dat Tran, Shuangzhe Liu, and Mary Anderson, "MAITS: A Multiagent Based IT Security Approach", Book chapter in the book Architectural Design of Multi-Agent Systems: Technologies and Techniques, pp. 189-209, 2007
  4. Tuan Pham, Dat Tran and Xiaobo Zhou, “Fuzzy Information Fusion of Classification Models for High-Throughput Image Screening of Cancer Cells in Time-Lapse Microscopy”, KES Journal, vol. 11, no. 4, pp. 237-246, IOS Press.
  5. T.D. Pham, D.T. Tran, X. Zhou, and S.T.C. Wong, “A microscopic image classification system for high-throughput cell-cycle screening”, International Journal  Intelligent Computing in Medical Sciences and Image Processing, vol. 1, no. 1, pp. 67-77, 2007
  6. Dat Tran, Wanli Ma, and Dharmendra Sharma, "Fuzzy Observable Markov Models for Pattern Recognition", Journal of Advanced Computational Intelligence & Intelligent Informatics, Fuji Technology Press, vol. 11, no. 6, pp. 662, 667, 2007.
  7. Dat Tran, Wanli Ma, and Dharmendra Sharma, "Handwriting Recognition Applications for Tablet PCs", Journal of Advanced Computational Intelligence & Intelligent Informatics, Fuji Technology Press, vol. 11, no. 7, pp.787-792, 2007.
  8. Wanli Ma, Dat Tran, and Dharmendra Sharma, “On Extendable Software Architecture for Spam Email Filtering”, IAENG International Journal of Computer Science, vol 34, no. 1, pp. 133-139, 2007
  9. Girija Chetty, Dat Tran and Dharmendra Sharma “Multimodal Fuzzy Fusion for Biometric Identity Management”, WSEAS Transactions on Information Science & Applications, Issue 5, Volume 4, pp. 1111-1114, May 2007.
  10. Wanli Ma, Dat Tran, Dharmendra Sharma and Sen Li, “Spam Email Categorization”, WSEAS Transactions on Computer Research, Issue 1, Volume 2, pp. 87-91, January 2007.
  11. Girija Chetty, Dat Tran, Dharmendra Sharma, and Bala Balachandran “Password Less System Security Using Multimodal Biometric Fusion”, in Proceedings of the International Conference on Signal Processing and Telecommunication Systems, ICSPCS'2007, Gold Coast, Australia, 2007.
  12. Wanli Ma, Dat Tran, Dharmendra Sharma and Sen Li, “Hoodwinking Spam Email Filters”, Proceedings of WSEAS International Conference on Computer Engineering And Applications   (CEA 2007), Gold Coast, Queensland, Australia, pp. 533-537, January 17-19, 2007.
  13. Wanli Ma, John Campbell, Dat Tran and Dale Kleeman, “A Good Password, but What Is a Good Password”, International Journal of Computer Science and Network Security”, ISSN: 1738-7906, vol. 7, no. 1, pp. 179-185, Jan 2007.
  14. Dat Tran, Wanli Ma, Dharmendra Sharma and Thien Nguyen, “Possibility Theory-Based Approach to Spam Email Detection”, IEEE International Conference on Granular Computing, pp. 571-574, Silicon Valley, 2-4 November 2007, USA
  15. Dat Tran, Wanli Ma, Dharmendra Sharma and Thien Nguyen, “Fuzzy Vector Quantization for Network Intrusion Detection”, IEEE International Conference on Granular Computing, pp. 566-570, Silicon Valley, 2-4 November 2007, USA
  16. Dat Tran, Philip Haines, Wanli Ma and Dharmendra Sharma, “Text-to-Speech Technology-Based Programming Tool”, WSEAS International Conferences, Lecture Notes in Signal Science, Internet and Education, pp. 173-176, Beijing, 15-17 Sep 2007
  17. Dat Tran, Wanli Ma, Girija Chetty and Dharmendra Sharma, “Fuzzy and Markov Models for Keystroke Biometrics Authentication”, WSEAS International Conferences, New Advances in Simulation, Modelling and Optimization, pp. 89-94, Beijing, 15-17 Sep 2007
  18. Girija Chetty and Dat Tran, “Multifactor Fusion for Audio-Visual Speaker Recognition”, WSEAS International Conferences, Lecture Notes in Signal Science, Internet and Education, pp. 70-75, Beijing, 15-17 Sep 2007
  19. Rossilawati Sulaiman, Dharmendra Sharma, Wanli Ma, Dat Tran, “A Multi-agent Security Framework for e-Health Services”, Lecture Notes in Computer Science, Part II, 4693 Springer, KES 2007, ISBN 978-3-540-74826-7, pp. 547-554
  20. Wanli Ma, Dat Tran, Dharmendra Sharma, “Using Tuple Space to Coordinate Multiagent Activities”, Lecture Notes in Computer Science, Part II, 4693 Springer, KES 2007, ISBN 978-3-540-74826-7, pp. 589-596
  21. Xu Huang, Dat Tran, “Adaptive Binary Splitting for a RFID Tag Collision Arbitration Via Multi-agent Systems”,  Lecture Notes in Computer Science 4694 Springer, KES2007, ISBN 978-3-540-74828-1, pp. 926-933
  22. Dat Tran, Wanli Ma, Dharmendra Sharma and Girija Chetty, “Fuzzy Normalisation Methods for Typist Verification”, in Proceedings of the International MultiConference of Engineers and Computer Scientists, pp. 212-216, Hong Kong, 21-23 March, 2007
  23. Wanli Ma, Dat Tran and Dharmendra Sharma, “On Extendable Software Architecture for Spam Email Filtering”, in Proceedings of the International MultiConference of Engineers and Computer Scientists, pp. 924-928, Hong Kong, 21-23 March, 2007
  24. Wanli Ma, Dat Tran and Dharmendra Sharma, “Detecting Image Based Spam Email”, in Lecture Notes in Artificial Intelligence, Springer, vol. 4413, pp. 168-177. 

2006

  1. T.D. Pham, D.T. Tran, X. Zhou, and S.T.C. Wong, “Classification of Cell Phases in Time-Lapse Images by Vector Quantization and Markov Models”, Book chapter in the book Neural Stem Cell Research, Editor: Erik V. Greer, Nova Science, New York, USA, ISBN: 1-59454-846-3, pp. 155-174, 2006
  2. T.D. Pham, D. T. Tran, X. Zhou, and S.T.C. Wong, "Integrated algorithms for image analysis and identification of nuclear division for high-content cell-cycle screening", International Journal of Computational Intelligence and Applications, ISBN 1469-0268, vol. 6, issue 1, pp. 21-43, 2006.
  3. Dat Tran, Wanli Ma and Dharmendra Sharma, “A Noise Tolerant Spam Email Detection Engine”, in Proceedings of the 5th Workshop on the Internet, Telecommunications and Signal Processing, Hobart, Australia, Dec 2006.
  4. D. Tran, and T.D. Pham, "A combined Markov and noise clustering modeling method for cell phase identification", WSEAS Transaction on Biology and Biomedicine, vol. 3, no. 3, pp. 161-166, 2006
  5. T.D. Pham and D.T. Tran, "Gaussian mixture and Markov models for cell-phase classification in microscopic imaging", Proc. IEEE Int. Conf. System of Systems Engineering, USA, April 2006, pp. 328-333.
  6. Dat Tran, Wanli Ma and Dharmendra Sharma, "A Proposed Statistical Model for Spam Email Detection", The First International Conference on Theories and Applications of Computer Science, Vietnam, August 2006, pp. 15-24.
  7. Dat Tran, Wanli Ma, Dharmendra Sharma and Shuangzhe Liu, "Tablet PC Applications in an Academic Environment", The First International Conference on Theories and Applications of Computer Science, Vietnam, August 2006, pp. 121-134.
  8. Dat Tran and Tuan Pham, “Relaxation Labeling for Cell Phase Identification”, IEEE International Conference on Systems, Man, and Cybernetics, Taiwan, October 2006, pp. 1275-1280.
  9. Wanli Ma, Dat Tran and Dharmendra Sharma, “Detecting Image Based Spam Email By Using OCR and Trigram Methods”, in Proceedings of the Asia-Pacific Workshop On Visual Information Processing, Beijing, China, Nov 2006.
  10. Wanli Ma, Dat Tran, Dharmendra Sharma, and Mary Anderson, “Detecting Spam Email by Extracting Keywords from Image Attachments”, in Proceedings of the International Conference on Hybrid Information Technology, Cheju, Korea, Nov 2006.
  11. T.D. Pham and D.T. Tran, “Image Classification by Fusion for High-Content Cell-Cycle Screening”, in Proceedings of the 10th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES2006). 2006. UK: Springer-Verlag. 2006, vol. 4251, pp. 524-531.
  12. Ma, W., Tran, D., Sharma, D., and Mathur, A., “Using Windows Printer Drivers for Solaris Applications – an Application of Multiagent System”, in Proceedings of the 10th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES2006). 2006. UK: Springer-Verlag. 2006, vol. 4253, pp. 1176-1183.
  13. Sharma, D., Ma, W., Tran, D., and Anderson, M., “A Novel Approach to Programming: Agent Based Software Engineering”, in Proceedings of the 10th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES2006). 2006. UK: Springer-Verlag. 2006, vol. 4253, pp. 1184-1191.
  14. Tran, D., "Fuzzy Observable Markov Model for Cell Phase Identification", in Proceedings of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS & ISIS), Tokyo, Japan, September 2006, pp. 1122-1125.
  15. Tran, D., Ma, W., Sharma, D, "Tablet PC-Based Handwriting Applications", in Proceedings of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS & ISIS), Tokyo, Japan, September 2006, pp. 1368-1373.
  16. Tran, D., Ma, W., Sharma, D, "Fuzzy Normalization for Spam Email Detection", in Proceedings of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS & ISIS), Tokyo, Japan, September 2006, pp. 1505-1509.

2005

  1. T.D. Pham, D. Tran, X. Zhou, S.T.C. Wong, “An automated procedure for cell-phase imaging identification”, Proc. AI-2005 Workshop on Learning Algorithms for Pattern Recognition, 5-9 December 2005, Sydney, Australia, pp. 22-29, 2005
  2. Dat Tran, Tuan Pham and Xiaobo Zhou, “Cell Phase Identification Using Fuzzy Gaussian Mixture Models”, the 2005 International Symposium on Intelligent Signal Processing and Communications Systems, pp. 465-468, December 2005, Hong Kong
  3. Tuan Pham, Dat Tran, Marianne Brown and R. Lee Kennedy, “Image Segmentation of Retinal Vessels by Fuzzy Models”, the 2005 International Symposium on Intelligent Signal Processing and Communications Systems, pp. 541-544, December 2005, Hong Kong
  4. Dat Tran and Tuan Pham, “Cell Phase Classification Using Markov and Gaussian Mixture Models”, Asia-Pacific Workshop on Visual Information Processing, pp. 48-52, December 05, Hong Kong
  5. Dat Tran and Dharmendra Sharma, “Markov Models for Written Language Identification”, The 12th International Conference on Neural Information Processing, pp. 67 – 70, 30 Oct – 2 Nov, Taiwan, 2005
  6. Dat Tran and Dharmendra Sharma, “Markov Modeling Method for Written Language Identification and Verification”, the Sixth International Conference on Intelligent Technologies InTech'05, pp. 223-227, Thailand , December 14-16, 2005  
  7. Dat Tran and Tuan Pham, “Fuzzy Gaussian Mixture Models and Relaxation Labeling for Speaker Recognition”, the Sixth International Conference on Intelligent Technologies InTech'05, pp. 12-16, Thailand, December 14-16, 2005
  8. Dat Tran and Tuan Pham, “Markov and Fuzzy Models for Written Language Verification”, WSEAS Transactions on Systems, ISSN 1109-2777, Issue 4, Volume 4, pp. 268-272, 2005
  9. Dat Tran and Tuan Pham, “Fuzzy Estimation of Priors in Speaker Recognition”, WSEAS Transactions on Circuits and Systems, ISSN 1109-2734, Issue 4, Volume 4, pp. 369-373, 2005
  10. Dharmendra Sharma, Wanli Ma and Dat Tran, “On an IT Security Framework”, R. Khosla et al. (Eds.): KES 2005, LNAI 3681, pp. 226-232, Melbourne, Australia
  11. Phu-Nhan Nguyen, Dharmendra Sharma, and Dat Tran, “Smart Clients and Small Business Model”, R. Khosla et al. (Eds.): KES 2005, LNAI 3681, pp. 730-736, 2005.
  12. Yee W. Lau, Michael Wagner and Dat Tran, “Testing Voice Mimicry with the YOHO Speaker Verification Corpus”, R. Khosla et al. (Eds.): KES 2005, LNAI 3684, pp. 15-21, 2005

2004

  1. Dat Tran, Michael Wagner, Yee W. Lau and Mitsuo Gen, “Fuzzy Methods for Voice-Based Person Authentication”,  IEEJ (Institute of Electrical Engineers of Japan) Transactions on Electronics, Information and Systems, vol. 124, no. 10, pp. 1958-1963, October 2004
  2. Dat Tran, “New Background Modeling for Speaker Verification”, in the Proceedings of the INTERSPEECH, ICSLP Conference, Korea, vol. 4, pp. 2605-2608, October 2004
  3. Dat Tran and Dharmendra Sharma, "Automatic Gender Recognition", WSEAS Transactions on Computers, ISSN 1109-2750, issue 1, vol. 3, pp. 162-166, 2004
  4. Dat Tran and Dharmendra Sharma, "Utterance Verification Using Fuzzy Methods", WSEAS Transactions on Circuits and Systems, ISSN 1109-2734, issue 1, vol. 3, pp. 74-78, 2004
  5. Dat Tran and Dharmendra Sharma, "New Background Speaker Models and Experiments on the ANDOSL Speech Corpus", Lecture Notes in Artificial Intelligence: Knowledge-Based Intelligent Information and Engineering Systems, M.G. Negoita, R.J. Howlett, L.C. Jain (Eds.), New Zealand, vol. 2, pp. 498-503, September 2004
  6. Dharmendra Sharma and Dat Tran, "Dynamic Scheduling Using Multi-Agent Architecture", Lecture Notes in Artificial Intelligence: Knowledge-Based Intelligent Information and Engineering Systems, M.G. Negoita, R.J. Howlett, L.C. Jain (Eds.), New Zealand, vol. 2, pp. 476-482, September 2004
  7. Dat Tran, “Fuzzy Normalisation Methods for Pattern Verification”, Lecture Notes in Computer Sciences: Biometric Authentication, D. Zhang and A.K. Jain (Eds.), Hong Kong, pp. 648-654, July 2004
  8. Dat Tran, “Temporal Hidden Markov Models”, Proceedings of the 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing , Hong Kong, pp. 137-140, October 2004
  9. Dat Tran, “Estimation of Prior Probabilities in Speaker Recognition”, Proceedings of the 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing , Hong Kong, pp. 141-144, October 2004
  10. Yee W. Lau, Michael Wagner and Dat Tran, "Vulnerability of Speaker Verification to Voice Mimicking", Proceedings of the 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing , Hong Kong, pp. 145-148, October 2004
  11. Da t Tran, “Fuzzy Normalisation Methods for Pattern Verification”, in the Proceedings of the International Conference on Biometric Authentication, Hong Kong, vol. 1, pp. 648-654, July 2004

2003

  1. Dat Tran, "A Proposed Possibilistic Approach to Pattern Verification", in the Proceedings of the 2003 International Conference on Artificial Intelligence, Las Vegas, Nevada, USA, vol. 2, pp. 975-980, 2003
  2. Dat Tran, M. Wagner and Y. W. Lau, “Fuzzy Normalisation Methods for Utterance Verification”, Proceedings of the Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems 2003, pp. 39-43, Japan , 2003.
  3. D.  Tran and D. Sharma, “Generalised Fuzzy Clustering”, the 2nd International Conference on Applied Artificial Intelligence, pp. 154-160, India , 2003.
  4. D. Tran and D. Sharma, “Automatic Gender Recognition”, Proceedings of the WSEAS Conference, Singapore, 2003
  5. D. Sharma and D. Tran, “A hybrid architecture for dynamic constraint processing”, Proceedings of the International Conference on Intelligent Technologies, vol. 2, pp. 123-131, Thailand, 2003.
  6. T. Pham and D. Tran, "VQ-Based Written Language Identification", the 7th International Symposium on Signal Processing and its Applications (ISSPA03), France, pp. 513-516, 2003.

2002

  1. Dat Tran and Michael Wagner, "A Fuzzy Approach to Speaker Verification", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 16, no. 7, pp. 913-925, 2002.
  2. Dat Tran and Michael Wagner, "Fuzzy Modelling Techniques for Speech Recognition", the 9th Australian International Conference on Speech Science & Technology (SST02), Melbourne, Australia, 3-5 Dec 2002.
  3. Dat Tran and Michael Wagner, "Fuzzy Entropy Models for Cluster Analysis and Speech Recognition", the Joint Third International Conference on Intelligent Technologies and Third Vietnam-Japan Symposium on Fuzzy Systems and Applications (InTech/VJFuzzy’2002), Hanoi , Vietnam, 3-5 Dec 2002, pp. 338-343
  4. Dat Tran and Michael Wagner, "Bagging-Fuzzy Entropy Models for Speech and Speaker Recognition", the Joint Third International Conference on Intelligent Technologies and Third Vietnam-Japan Symposium on Fuzzy Systems and Applications (InTech/VJFuzzy’2002), Hanoi , Vietnam, 3-5 Dec, 2002, pp. 344-347
  5. Dat Tran and Michael Wagner, "Fuzzy C-Means Clustering-Based Speaker Verification", Lecture Notes in Computer Science: Advances in Soft Computing - AFSS 2002, N.R. Pal, M. Sugeno (Eds.), pp. 318-324, Springer-Verlag, 2002.
  6. Dat Tran and Michael Wagner, "Noise Clustering-Based Speaker Verification", Lecture Notes in Computer Science: Advances in Soft Computing - AFSS 2002, N.R. Pal, M. Sugeno (Eds.), pp. 325-331, Springer-Verlag, 2002.
  7. Dat Tran and Michael Wagner, "Generalised Fuzzy Hidden Markov Models for Speech Recognition", Lecture Notes in Computer Science: Advances in Soft Computing - AFSS 2002, N.R. Pal, M. Sugeno (Eds.), pp. 345-351, Springer-Verlag, 2002.

2001

  1. Dat Tran and Michael Wagner, Noise Clustering Approach to Speaker Verification, in Proceedings of the 5th World Multiconference on Systemetics, Cybernetics and Informatics (SCI2001), 22-25 July 2001, vol. IX, pp. 439-444, Orlando, Florida, USA.
  2. Dat Tran and Michael Wagner, "A Generalised Normalisation Method for Speaker Verification", in Proceedings of the Speaker Recognition Workshop, 2001: A Speaker Odyssey, 18-22 June 2001, pp. 73-76, Crete, Greece
  3. Dat Tran and Michael Wagner, "A Proposed Fuzzy Pattern Verification System", in Proceedings of the FUZZ-IEEE 2001 Conference, vol. 2, pp. 932-935, 2-5 December 2001, Melbourne, Australia.

2000

  1. My PhD thesis
  2. Dat Tran and Michael Wagner, "Fuzzy Entropy Hidden Markov Models for Speech Recognition", in Proceedings of the International Conference on Spoken Language Processing (ICSLP), October 2000, vol. 1, pp. 421-424, Beijing, China.
  3. Dat Tran and Michael Wagner, "Fuzzy Normalisation Methods for Speaker Verification", in Proceedings of the International Conference on Spoken Language Processing (ICSLP), October 2000, vol. 2, pp. 446-449, Beijing, China.
  4. Dat Tran and Michael Wagner, "Frame-Level Hidden Markov Models", Advances in Intelligent Systems: Theory and Applications, M. Mohammadian (ed.), pp. 252-259, 2000, IOS Press, Netherlands.
  5. Dat Tran and Michael Wagner, "A General Approach to Hard, Fuzzy, and Probabilistic Models for Pattern Recognition", Advances in Intelligent Systems: Theory and Applications, M. Mohammadian (ed.), pp. 244-251, 2000, IOS Press, Netherlands.
  6. Dat Tran, Michael Wagner and Tuan Pham, "Hard Hidden Markov Models for Speech Recognition", in Proceedings of the 4th World Multiconference on Systemetics, Cybernetics and Informatics/ The 6th Int. Conf. Information Systems Analysis and Synthesis (SCI/ISAS00), vol. 3, pp. 614-619, July 23-26, 2000, Orlando, USA.
  7. Dat Tran, Michael Wagner and Tuan Pham, "Hard Gaussian Mixture Models for Speaker Recognition", in Proceedings of the 4th World Multiconference on Systemetics, Cybernetics and Informatics/ The 6th Int. Conf. Information Systems Analysis and Synthesis (SCI/ISAS00), vol. 3, pp. 608-613, July 23-26, 2000, Orlando, USA.
  8. Dat Tran and Michael Wagner, "A Proposed Likelihood Transformation for Speaker Verification", in Proceedings of the International Conference on Acoustics, Speech & Signal Processing  (ICASSP), vol. 2, pp. 1069-1072, 2000, Istanbul, Turkey.
  9. Dat Tran and Michael Wagner, "Fuzzy Entropy Clustering", in Proceedings of the FUZZ-IEEE'2000 Conference, vol. 1, pp. 152-157, May, 2000, USA.
  10. Dat Tran and Michael Wagner, "An Application of Fuzzy Entropy Clustering in Speaker Identification", in Proceedings of the Joint Conference on Information Sciences 2000 (Fuzzy Theory and Technology Track), vol. 1, pp. 228-231, 2000, Atlantic City, NJ, USA.

1999

  1. Dat Tran, "Fuzzy Entropy Models for Speech Recognition", the first prize of the 1999 IEEE ACT Section Student Paper Contest, in the Postgraduate Division, Australia.
  2. Dat Tran, Michael Wagner and Tongtao Zheng, "State mixture modelling applied to speech and speaker recognition", in the special issue: "Pattern Recognition in Practice VI" of the Journal of Pattern Recognition Letters, vol. 20, no. 11-13, pp. 1449-1456, 1999.
  3. Dat Tran and Michael Wagner, "Hidden Markov models using fuzzy estimation", in Proceedings of the EUROSPEECH'99 Conference, vol. 6, pp. 2749-2752, 1999, Hungary.
  4. Dat Tran and Michael Wagner, "Fuzzy expectation-maximisation algorithm for speech and speaker recognition", in Proceedings of the 18th International Conference of the North American Fuzzy Information Society (NAFIPS'99), pp. 421-425, 1999, USA.
  5. Dat Tran and Michael Wagner, "Fuzzy hidden Markov models for speech and speaker recognition", in Proceedings of the 18th International Conference of the North American Fuzzy Information Society (NAFIPS'99), pp. 426-430, 1999, USA.
  6. Dat Tran and Michael Wagner, "Fuzzy approach to Gaussian mixture models and generalised Gaussian mixture models", in Proceedings of the Computation Intelligence Methods and Applications (CIMA'99) Conference, pp. 154-158, 1999, USA.
  7. Dat Tran and Michael Wagner, "A robust clustering approach to fuzzy Gaussian mixture models for speaker identification", in Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES'99) , pp. 337-340, Adelaide, Australia.
  8. Dat Tran, Michael Wagner, and Tongtao Zheng, "A Fuzzy Approach to Statistical Models in Speech and Speaker Recognition", in Proceedings of the FUZZ-IEEE'99 Conference, vol. 3, pp. 1275-1280, 1999, Korea.
  9. Dat Tran, Michael Wagner and Tongtao Zheng, "Fuzzy nearest prototype classifier applied to speaker identification", in Proceedings of the European Symposium on Intelligent Techniques (ESIT'99) on CD-ROM, abstract on page 34, 1999, Greece.
  10. Dat Tran, Tuan Pham, and Michael Wagner, "Speaker recognition using Gaussian mixture models and relaxation labeling", in Proceedings of the 3rd World Multiconference on Systemetics, Cybernetics and Informatics/ The 5th Int. Conf. Information Systems Analysis and Synthesis (SCI/ISAS99), vol. 6, pp. 383-389, 1999, USA.
  11. Tuan Pham, Dat Tran and Michael Wagner, "Optimal fuzzy information fusion for speaker verification", in Proceedings of the Computation Intelligence Methods and Applications (CIMA'99) Conference, pp. 141-146, 1999, USA.
  12. Le, T. V., Tran D., and Wagner, M., "Fuzzy evolutionary programming for hidden Markov modelling in speaker identification", in Proceedings of the Congress on Evolutionary Computation 99 , Washington DC, pp. 812-815, July 1999. 

1998

  1. Dat Tran "Hidden Markov models using state distribution", the first prize of the 1998 IEEE ACT Section Student Paper Contest, in the Postgraduate Division, Australia.
  2. Dat Tran and Michael Wagner, "Fuzzy Gaussian Mixture Models for Speaker Recognition", in special issue of the Australian Journal of Intelligent Information Processing Systems (AJIIPS), vol. 5, no. 4, pp. 293-300, 1998.
  3. Dat Tran, T. VanLe and Michael Wagner, "Fuzzy Gaussian Mixture Models for Speaker Recognition", in Proceedings of the International Conference on Spoken Language Processing (ICSLP98), vol. 2, pp. 759-762, 1998, Australia.
  4. Dat Tran, Michael Wagner and T. VanLe, "A proposed decision rule based on fuzzy c-means clustering for speaker recognition", in Proceedings of the International Conference on Spoken Language Processing (ICSLP98), vol. 2, pp. 755-758, 1998, Australia.
  5. Dat Tran, Michael Wagner and Tuan Pham, "Minimum classifier Error and Relaxation labelling for speaker recognition", in Proceedings of the Speech computer Workshop, St Petersburg, (Specom 98), pp. 229-232, 1998, Russia.
  6. Dat Tran, Minh Do, Michael Wagner and T. VanLe, "A proposed decision rule for speaker identification based on a posteriori probability", in Proceedings of the ESCA Workshop (RLA2C98), pp. 85-88, 1998, France.
  7. Tuan Pham, Dat Tran and Michael Wagner, "Speaker verification using relaxation labeling", in Proceedings of the ESCA Workshop (RLA2C98), pp. 29-32, 1998, France.

Previous publications