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Biography
4


Prof. Steven Weidong Su

University of Technology Sydney (UTS), Australia


Email: Steven.Su@eng.uts.edu.au


Qualifications


2002  Ph.D., The Australian National University (ANU), Australia

1993  M.S., Harbin Institute of Technology (HIT), China

1990  B.S., Harbin Institute of Technology, China


Publications (selected)


  1. M. Yuwono, B. Moulton, S.W. Su, B.G. Celler, and H.T. Nguyen, “Unsupervised machine-learning method for improving the performance of ambulatory fall-detection systems”, BioMedical Engineering OnLine, 2012, (Accepted on 16th of Feb, 2012) (ARC ERA rank: A)
  2. S.W. Su, B.D.O. Anderson, W. Chen, and H.T. Nguyen, "Multi-realization of nonlinear systems", Automatica (Accepted on 14th of Nov, 2011) (ARC ERA rank: A*).
  3. T. N. Nguyen, Steven W. Su, and H. T. Nguyen, “Neuro-sliding mode multivariable control strategy for powered wheelchairs,” IEEE Transactions on Neural and Rehabilitation Systems Engineering, vol. 19, no. 1, pp. 105-111, 2011 (ARC ERA rank: A*).
  4. Y. Zhang, W. Chen, S. W. Su, and B. G. Celler, “Nonlinear Modelling and Control for Heart Rate Response to Exercise”, The International Journal of Bioinformatics Research and Applications, 2011 (In press) (ARC ERA rank: B).
  5. D. Dehestani, Y. Guo, S.W. Su, H. T. Nguyen, S. H. Ling, F. Eftekhari, Online Support Vector Machine Application for Model Based Fault Detection and Isolation of HVAC System, International Journal of Machine Learning and Computing, ISSN 2010-3700, volume 1, No. 1, April 2011.
  6. S. W. Su, W. Chen, D. Liu, Y. Fang, W. Kuang, X. Yu, T. Guo, B. G. Celler, and H. T. Nguyen, “Dynamic modelling of heart rate response under different exercise intensity,” Open Med Inform J., vol. 4, pp. 81–85, 2010.
  7. Steven W. Su, S. Huang, L. Wang, B. G. Celler, A. V. Savkin, Y. Guo, and T. M. Cheng, “Optimizing heart rate regulation for safe exercise,” Ann. Biomed. Eng., vol. 38, no. 3, pp. 758–768, 2010. (ARC ERA rank: A*).
  8. Steven W. Su, B.G. Celler, A. Savkin, H.T. Nguyen, T.M. Cheng, Y. Guo, L. Wang, Transient and Steady State Estimation of Human Oxygen Uptake Based on Noninvasive Portable Sensor Measurements, Medical & Biological Engineering & Computing, Volume 47, issue 10, pp1111-1117, 2009. (ARC ERA rank: A).
  9. T. M. Cheng, A.V. Savkin, B.G. Celler, Steven.W. Su, and N. Wang, Universal algorithm for exercise rate estimation in walking, cycling, and rowing using triaxial accelerometry, Electronics Letters, Volume 45, Issue 8, pp.394-395, 2009. (ARC ERA rank: A).
  10. H. T. Nguyen and Steven.W. Su, Conditions for triangular decoupling control, International Journal of Control, Volume 82, Issue 9, pp1575 - 1581, 2009. (ARC ERA rank: A).
  11. Davood Dehestani, Hung Nguyen, Ying Guo, Steven Su, "COMPREHENSIVE SENSITIVITY ANALYSIS OF HEAT VENTILATING AND AIR CONDITIONING(HVAC) SYSTEM BASED ON NEURAL NETWORK MODEL OF REAL CASE STUDY", Abstract accepted (on 5th of Dec, 2011) by the 10th International Healthy Buildings Conference 2012 (ARC ERA rank: A).
  12. Davood Dehestani, Hung Nguyen, Ying Guo, Steven Su, " INTELLIGENT MODEL BASED FAULT DETECTION FOR HEAT VENTILATING AND AIR CONDITIONING (HVAC) SYSTEM BASED ON NEURAL NETWORK MODEL AND ONLINE SUPPORT VECTOR CLASSIFIER ", Abstract accepted (on 5th of Dec, 2011) by the 10th International Healthy Buildings Conference 2012 (ARC ERA rank: A).
  13. T. N. Nguyen, S. W. Su, H. T. Nguyen, and B. Celler, “Robust online adaptive neural network control for the regulation of treadmill exercises,” Proc. IEEE EMBS, Boston Marriott Copley Place, Boston, MA, USA on August 30-September 3, 2011 (ARC ERA rank: A).
  14. Nguyen, S. W. Su, and H. T. Nguyen, “Development of a Bayesian Recursive Algorithm to Find Free-spaces for an Intelligent Wheelchair,” Proc. IEEE EMBS, Boston Marriott Copley Place, Boston, MA, USA on August 30-September 3, 2011 (ARC ERA rank: A).
  15. J. S. Nguyen, Y. Tran, S. W. Su, and H. T. Nguyen, “Semi-autonomous Wheelchair Developed Using a Unique Camera System Configuration Biologically Inspired by Equine Vision,” Proc. IEEE EMBS, Boston Marriott Copley Place, Boston, MA, USA on August 30-September 3, 2011 (ARC ERA rank: A).
  16. Yi Zhang, Azzam Haddad, Steven W. Su, Branko G. Celler, and Hung T. Nguyen, “Onset and Offset Exercise Response Model in Electronic Terms,” the IASTED International Conference on Biomedical Engineering (will be held Feb 15, 2012 to Feb 17, 2012, in Innsbruck, Austria) (Accepted on 2nd of Dec, 2011) (ARC ERA rank: A)
  17. Azzam Haddad, Steven W. Su, Branko Celler, and Hung Nguyen, “Enhancement interval training exercise based on the analysis of dynamic cardio-respiratory response,” the IASTED International Conference on Biomedical Engineering (will be held Feb 15, 2012 to Feb 17, 2012, in Innsbruck, Austria) (Accepted on 20th of November, 2011) (ARC ERA rank: A)
  18. D. Dehestan, H.T. Nguyen, J. Madadnia, F. Eftekhari, S.W. Steven, and Y. Guo, Comprehensive mathematical modeling and dynamic simulation of fixed bed reactor with finite element method. The 22nd International Conference on Modeling and Simulation (MS 2011), Jul. 2011, Calgary, Canada. (ARC ERA rank: A)
  19. M. Yuwono, S.W. Su, and B. Moulton, “Fall Detection using a Gaussian Distribution of Clustered Knowledge, Augmented Radial Basis Neural-Network, and Multilayer Perceptron”, The 2011 International Conference on Broadband and Biomedical Communications (IB2COM, 2011), on November 21-24, Melbourne, 2011 (Obtained “Student Paper Award” RUNNER-UP)
  20. Azzam Haddad, Steven W. Su, Hung Nguyen and Branko Celler, “Investigation of the Dynamic Characteristics of Cardio-Respiratory Response of Treadmill Running Exercise for Interval Training,” accepted by the 2011 International Conference on Measurement and Control Engineering (ICMCE 2011), October 21-23, 2011, Puerto Rico, USA.
  21. W. Chen, S. W. Su, Y. Zhang, Y. Guo, B. G. Celler, and H. T. Nguyen, “Nonlinear modeling using support vector machine for heart rate response to exercise,” in Computational Intelligence and its Applications:Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques, S. Ling and H. T. Nguyen, Eds. World Scientific, Accepted on 11th of November, 2010, will appear.
  22. Y. Zhang, S. W. Su, B. Celler, and H. T. Nguyen, “Machine learning based nonlinear model predictive control for heart rate response to exercise,” in Computational Intelligence and its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques, S. Ling and H. T. Nguyen, Eds. World Scientific, Accepted on 11th of November, 2010, will appear.
  23. D. Dehestani, Y. Guo, S. H. Ling, S. Su, and H. Nguyen, “Intelligent fault detection and isolation of HVAC system based on online support vector machine,” in Computational Intelligence and its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques, S. Ling and H. T. Nguyen, Eds. World Scientific, Accepted on 11th of November, 2010, will appear.
  24. Lu Wang, Steven W. Su, Gregory S. H. Chan, Branko G. Celler, Teddy M. Cheng and Andrey V. Savkin, Cardiovascular response identification based on nonlinear support vector regression, A. Fred, J. Filipe, and H. Gamboa (Eds.): Communications in Computer and Information Science (CCIS), Vol.25, pp. 202–213, Springer, 2008.
  25. Steven W. Su, Brian D. O. Anderson, and Thomas S. Brinsmead. Constant disturbance rejection and zero steady state tracking error for nonlinear systems design, In Biswa Datta, editor, Applied computational control, signals, and circuits, Pages 1-30, KLUWER, BOSTON, 2001.


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