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)
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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)
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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*).
-
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*).
-
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).
-
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.
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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.
-
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*).
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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).
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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).
-
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).
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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).
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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).
-
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).
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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).
-
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).
-
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)
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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)
-
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)
-
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)
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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.
-
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.
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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.
-
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.
-
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.
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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.
Profile Details:
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