Shiu Yin, Kelvin
AP, MPhil, HKP, D.Phil. Sus.,
Tel: (852) 3442-7717
Fax (EE Dept.): (852) 3442-0562
Research Interests: Evolutionary Computation +
Machine Learning + Computer Vision
Selected Recent Publications Source Code Research Students Research Student
Personal Web Page Courses Useful Links Alumni and
Shiu Yin Yuen, Kelvin was born in Hong Kong. He was awarded
the Associateship (AP) in Electronic Engineering by the Hong Kong Polytechnic
in 1985, and became the first person to be awarded the MPhil Degree by the
Polytechnic in 1988. He was awarded the Doctorial
degree (DPhil) from the School of Cognitive and Computing Sciences, University
of Sussex, UK in 1992. Dr. Yuen joined City University in 1992 as a Lecturer,
and is now an Associate Professor.
He was Program Co-chair of International Conference on
Natural Computation 2013 and has served as Program Committee Member in 17
international conferences. He is Coordinator of Community of Practice for Social
Responsibility and Ethics. He
collaborates with the Hong Kong Blind Union to develop aids
for the visually impaired. Recently, he is also interested in ways to
reduce myopia and other eye diseases in young children. He serves as an
Adjudicator and Supervisor of the Joint
School Science Exhibitions.
He was the recipient of the Hong Kong Government Scholarship for Outstanding
Performance in Joint Primary 6 Examination, the Sir Edward Youde Memorial Fellowship and the Croucher
My personal sharing may be found in Personal Web Page.
Selected Recent Publications
Yuen, C.K. Chow, X. Zhang, and Y. Lou, “Which algorithm should I choose:
an evolutionary algorithm portfolio approach,” Applied Soft Computing, vol. 40, pp. 654-673, 2016.
Yuen, X. Zhang, and Y. Lou, “Sequential learnable evolutionary algorithm:
a research program,” Proc. IEEE
International Conference on Systems, Man, and Cybernetics, pp.
2841-2848, Oct., 2015.
Yuen and X. Zhang, “On composing an algorithm portfolio,” Memetic Computing, vol. 7, no. 3,
pp. 203-214, 2015.
Yuen and X. Zhang, “Multiobjective evolutionary algorithm portfolio: choosing
suitable algorithm for multiobjective
optimization problem,” Proc.
IEEE Congress on Evolutionary Computation (CEC), pp. 1967-1973, July
- Y. Lou and S.Y. Yuen, “Non-revisiting genetic
algorithm with adaptive mutation using constant memory,” Memetic Computing, vol. 8, no. 3,
pp. 189-210, 2016.
Zhang and S.Y. Yuen, “A Directional mutation operator for differential
evolution algorithms,” Applied Soft
Computing, vol. 30, pp. 529-548, 2015.
Chow and S.Y. Yuen, “A Dynamic
history-driven evolutionary algorithm,” Proc. IEEE Congress on Evolutionary Computation (CEC), pp.
1558-1564, July 2014.
Zhang, X. Zhang, S.Y. Yuen, S.L. Ho, and W.N. Fu, “An improved artificial
bee colony algorithm for optimal design of electromagnetic devices,” IEEE Transactions on Magnetics,
vol. 49, no. 8, pp. 4811-4816, 2013.
Zhang and S.Y. Yuen, “Improving artificial
bee colony with one-position inheritance mechanism,” Memetic Computing, vol. 5, no. 3, pp. 187-211, 2013.
Leung, S.Y. Yuen, and C.K. Chow, “Parameter control system of evolutionary
algorithm that is aided by the entire search history,” Applied Soft Computing, vol. 12,
no. 9, pp. 3063-3078, 2012.
Chow and S.Y. Yuen, “A Multi-objective evolutionary algorithm that
diversifies population by its density,” IEEE Transactions on Evolutionary Computation, vol. 16, no. 2,
pp. 149-172, 2012.
Chow and S.Y. Yuen, “An Evolutionary algorithm that makes decision based
on the entire previous search history,” IEEE Transactions on Evolutionary Computation, vol. 15, no. 6,
pp. 741-769, 2011.
- S.Y. Yuen and C.K. Chow, “A Genetic algorithm
that adaptively mutates and never revisits,” IEEE Transactions on Evolutionary
Computation, vol. 13, no. 2, pp.
454-472, Apr. 2009.
Energy Planning Applications
Zhang, K.F. Fong, and S.Y. Yuen, “A Novel
artificial bee colony algorithm for HVAC optimization problems,”
Science and Technology
for the Built Environment (formerly HVAC&R Research), vol. 19, no.
6, pp. 715-731, 2013.
Fong, C.K. Lee, C.K. Chow, and S.Y. Yuen, “Simulation-optimization of
solar-thermal refrigeration systems for office use in subtropical Hong
Kong,” Energy, vol. 36, pp.
Fong, S.Y. Yuen, C.K. Chow, and S.W. Leung, “Energy management and design
of centralized air-conditioning systems through the non-revisiting
strategy for heuristic optimization methods,” Applied Energy, vol. 87, no. 11, pp. 3494-3506, Nov. 2010.
Sung and S.Y. Yuen, “Analysis of (1+1)
evolutionary algorithm and randomized local search with memory,” Evolutionary Computation, vol. 19,
no. 2, pp. 287-323, summer 2011.
Inductive Logic Programming
- J. Ahlgren and S.Y. Yuen, “Efficient program
synthesis using constraint satisfaction in inductive logic programming,” Journal of Machine Learning Research,
vol. 14, pp. 3649-3681, 2013.
Neural Network Design
- C.K. Chow and S.Y. Yuen, “Illumination direction
estimation for augmented reality using a surface input real valued output
regression network,” Pattern
Recognition, vol. 43, pp. 1700-1716, Apr. 2010.
Visual Attention Model
- J. Liang and S.Y. Yuen, "A Novel saliency
prediction method based on fast radial symmetry transform and its
Computation, vol. 8, no. 4, pp. 693-702, 2016.
- J. Liang and S.Y. Yuen, “An Edge detection with
automatic scale selection approach to improve coherent visual attention
model,” Pattern Recognition Letters,
vol. 34, pp. 1519-1524, 2013.
3D Shape from 2D Shape Cues (Explanatory Computer Vision)
- C.K. Chow and S.Y. Yuen, “A Solution to illumination direction
estimation of a shaded image: genetic algorithm,” Image and Vision Computing, vol. 28, pp. 1717-1730, 2010.
Chow and S.Y. Yuen, “Recovering shape by shading and stereo under Lambertian shading model,” International Journal of Computer Vision, vol. 85, no. 1, pp.
58-100, Oct. 2009.
Other Papers …
Self-motivated students genuinely interested in original
research are encouraged to apply for our PhD program. Applicants should have a
good analytical mindset and good programming ability. Applicants from relevant
fields such as computer science, engineering, and mathematics are preferred.
Application information and deadlines can be found in EE Admission Information Page.
Welcome to email me
your updated CV and a statement of purpose.
information: One page synopsis
of algorithm selection research
Current Research Students
- Mr. Y. Lou
- Mr. Y.D. He
Graduated Research Students
- Dr. J.Y. Liang, “A Novel saliency
prediction method based on fast radial symmetry transform and its extensions,”
- Dr. J. Ahlgren, “Automated programming
using constrained inductive logic programming”, 2014.
- Dr. X. Zhang, “Techniques for improving
differential evolution and artificial bee colony algorithms,” 2013.
- Dr. S.W. Leung, “Applying entire search
history for parameter control of evolutionary algorithms,” 2013.
C.Y. Lam, “Methodologies of 2D object recognition: a robust
hypothesis/verification approach,” 1997.
T.S. Lam, “2-D object
recognition by computer: a robust Hough-like prediction/correction
S.F. Chen, “Graph-based stereo correspondence algorithms and occlusion
Y.Y. Tsui, “A Study of fast marching method for shape from shading under
orthographic and perspective projection,” 2003.
C.K. Fong, “A Study of statistical design for genetic algorithm and its
application on object localization,” 2001.
C.H. Tse, “Object boundary estimation using successive approximating
genetic algorithm,” 2000.
C.H. Ma, “An Investigation of Hough transform and genetic algorithm for
multi-modal pattern recognition,” 1998.
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