Previous Publications

 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.