Staff profile

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Dr Thanh Thi Nguyen

Position: Research Fellow in Artifical Intelligence
Faculty or Division: Office of the Deputy Vice-Chancellor (Research)
Department: Centre for Intelligent Systems Research
Campus: Geelong Waurn Ponds Campus
Phone: +61 3 52278281 +61 3 52278281
Email: thanh.nguyen@deakin.edu.au

Biography

Qualifications

  • Bachelor of Engineering, Vietnam, 2007
  • Doctor of Philosophy, Monash University, 2013


Career highlights

2012 - present  Research Fellow, Centre for Intelligent Systems Research, Deakin University, Australia
2011 - 2012  Teaching Associate, Department of Econometrics and Business Statistics and Clayton School of Information Technology, Monash University, Australia
2010 - 2013  Ph.D. Full-time Research, Department of Econometrics & Business Statistics, Monash University, Australia


Academic

Knowledge areas

  • Mathematics & Statistics
  • Neuroscience
  • Bioinformatics
  • Operational Research


Research

Research interests

  • Applied Mathematics & Statistics
  • Artificial Intelligence
  • Applied Soft Computing


Publications

Publications

T.T. Nguyen et al. "Fuzzy Portfolio Allocation Models through a New Risk Measure and Fuzzy Sharpe Ratio", IEEE Transactions on Fuzzy Systems, Accepted.

T.T. Nguyen et al. "Classification of Neural Action Potentials using Mean Shift Clustering", the 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), Accepted.

T.T. Nguyen et al. "Solving Fuzzy Programming with a Consistent Fuzzy Number Ranking", the 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), Accepted.

T.T. Nguyen et al. "Medical Diagnosis by Fuzzy Standard Additive Model with Wavelets", the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2014), Accepted.

T.T. Nguyen et al. "Structural Classification of Proteins through Amino Acid Sequence using Interval Type-2 Fuzzy Logic System", the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2014), Accepted.

T.T. Nguyen et al. "Neural Signal Analysis by Landmark-based Spectral Clustering with Estimated Number of Clusters", the 2014 International Joint Conference on Neural Networks (IJCNN2014), Accepted.

T.T. Nguyen et al. (2013) "Epidemiological Dynamics Modeling by Fusion of Soft Computing Techniques", IEEE Intl. Joint Conf. on Neural Networks (IJCNN), Texas, US, Aug. 2013.

T.T. Nguyen et al. (2013) "Neural Network and Interval Type-2 Fuzzy System for Stock Price Forecasting" IEEE Intl. Conf. on Fuzzy Systems (FUZZ-IEEE), Hyderabad, India, Jul. 2013.

T.T. Nguyen and L. Gordon-Brown (2012) "Constrained Fuzzy Hierarchical Analysis for Portfolio Selection under Higher Moments", IEEE Transactions on Fuzzy Systems, 20(4), 666-682.


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