Biography

Prof. Mu-Chun Su
Department of Computer Science and Information Engineering
National Central University, Chinese Taipei

Director


Email:muchun@csie.ncu.edu.tw


Qualifications
1993 Ph.D., University of Maryland, Dept. of Electrical Engineering
1990 M.S., University of Maryland,  Dept. of Electrical Engineering

1986 B.S., National Chiao Tung University, Dept. of Electronics Engineering


Publications (selected)
  1. M. C. Su, Y. S. Yang, J. Lee, and G. D. Chen, "A Neuro-Fuzzy Approach for Compensating Color Backlight Images," Neural Processing Letters, vol. 23, no. 3, pp. 273-283, Jun. 2006. (SCI, EI)
  2. M. C. Su, L. Y. Chen, and D. Y. Huang, "SOM-based Fuzzy Systems for Q-learning in Continuous State and Action Space," WSEAS Trans. on Computers, vol. 5, pp. 2772-2777, Jul. 2006. (EI)
  3. M. C. Su, C. H. Hung, and Y. X. Zhao, "A SOMART System for gesture Recognition," WSEAS Trans. on Computers, vol. 5, pp. 2764-2771, Jul. 2006. (EI)
  4. M. C. Su, J. Lee, and K. L. Hsieh, "A New ARTMAP-Based Neural Network for Incremental Learning," Neurocomputing, vol. 69, pp. 2284-2300, Oct. 2006. (SCI, EI)
  5. M. C. Su, K. C. Wang, and G. D. Chen, "An Eye Tracking System and Its Application in Aids for People with Severe Disabilities," Biomedical Engineering-Applications, Basis, & Communications, vol. 18, no 6, p 319-327, Dec 25, 2006. (EI)
  6. M. C. Su, C. Y. Tew, L. Y. Sun, J. Y. Lu, and H. C. Tsai, "A Simple Approach to Implementing an Environmental Control Unit for the Disabled," Biomedical Engineering-Applications, Basis, & Communications, vol.19, no.1, pp. 19-26, Feb. 2007. (EI)
  7. M. C. Su, Y. Z. Hsieh, and D. Y. Huang, "Facial Expression Recognition using Optical Flow without Complex Feature Extraction," WSEAS Transactions on Computers, vol. 6, pp. 763-770, May 2007. (EI)
  8. Y. X. Zhao, M. C. Su, Z. L. Chou, and J. Lee, "A Puzzle-Solver-Based Speech Descrambling Method," WSEAS Transactions on Computers, vol. 6, pp. 725-732, May 2007. (EI)
  9. M. C. Su and C. H. Hung, "A Neural-Network-Based Approach to Detecting Rectangular Objects," Neurocomputing, vol.71, pp. 270-283, Dec. 2007. (SCI, EI)
  10. M. C. Su, P. C. Wang, and Y. S. Yang, "A New Approach to Artificial Immune Systems and Its Application in Constructing On-line Learning Neuro-Fuzzy Systems," The Open Artificial Intelligence Journal, vol. 2, pp. 1-10, 2008.
  11. M. C. Su, C. Y. Li, D. Y. Huang, S. C. Lin, G. D. Chen, C. C. Hsieh, and P. C. Wang, "A Regression-Model-based Approach to Indoor Location Estimation," Journal of Engineering and Applied Sciences, vol. 3 no. 4, pp. 307-311, 2008
  12. J.H.Chen , M. C. Su, Y.X. Zhao, Y. Z. Hsieh, and W. H. Chen, "Application of SOMO Based Clustering in Building Renovation," International Journal of Fuzzy Systems, vol. 10, no. 3, pp. 195-201, Sep. 2008. (SCI-Expanded, EI)
  13. M. C. Su, S. C.  Lai, D. Y Huang, L. F. You, Y. K. Liao, and J. M. Huang, "A PSO-based Decision Aid for Multi-Aircraft Combat Situations," International Journal of Fuzzy Systems, vol. 10, no. 3, pp. 161-167, Sep. 2008. (SCI-Expanded, EI)
  14. Y. H. Chen, M. C. Su, S. H. Hung, Charles C. H. Liu, and P. C. Wang, "Development and Integration of a Surgical Patient Advancement Monitor System Using Active RFID Technology," The Journal of Taiwan Association for Medical Informatics, vol. 18, no. 1, pp. 11-22, Mar. 2009.
  15. S. H. Hung, C. H. Chang, M. C. Su, C. C. H. Liu, L. T. Huang,  L. T. Lin, and P. C. Wang, "Feasibility and Cost-Effectiveness Evaluation for the Sterilization of Active-RFID Devices," The Journal of Taiwan Association for Medical Informatics, vol. 18, no. 3, p. 33, Sep. 2009.
  16. J. H. Chen, L. R. Yang, and M. C. Su, "Comparison of SOM-based optimization and particle swarm optimization for minimizing the construction time of a secant pile wall," Automation in Construction, vol. 18, no. 6, pp. 844-848, Oct. 2009 (SCI, EI)
  17. M. C. Su, S. Y. Su, and Y. X. Zhao, "A Swarm-Inspired Projection Algorithm," Pattern Recognition, vol. 42, no. 11, pp. 2764-2786, Nov. 2009. (SCI, EI)
  18. M. C. Su and Y. X. Zhao, "A Variant of the SOM Algorithm and Its Interpretation in the Viewpoint of Social Influence and learning," Neural Computing & Applications, vol. 18, no. 8, pp. 1043-1055, Nov. 2009. (SCI, EI)
  19. M. C. Su, S. J. Wang, C. K. Huang, P. C. Wang, F. H. Hsu, S. C. Lin, and Y. Z. Hsieh, "A Signal-Representation-Based Parser to Extract Text-Based Information from the Web," Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 14, no. 5, pp. 531-539, May. 2010.
  20. J. H. Chen, L. R. Yang ,M. C. Su, and J. Z. Lin, "A rule extraction based approach in predicting derivative use for financial risk hedging by construction companies," Expert Systems with Applications, vol. 37, no. 9, Sep 2010. (SCI, EI)
  21. J. H. Chen, M. C. Su, and D. Y. Huang, "Application of SOM-Based optimization algorithm in minimizing construction time for secant pile wall," Journal of Construction Engineering and Management, vol. 136, no. 11, pp. 1189-1195, Nov. 2010.
  22. M. C. Su, H. H. Lo, and F. H. Hsu, "A Neural Tree and Its Application to Spam E-mail Detection," Expert Systems with Applications, vol. 37, no. 12, pp. 7976-7985, Dec. 2010.(SCI, EI)
  23. H. K. Yuan, C. Liu, P. H. Tsai, F. C. Chang, K. P. Lin, H. H. Hu, M. C. Su, and M. T. Lo, "Acute increase of complexity in the neurocardiovascular dynamics following carotid stenting," Acta Neurologica Scandinavica , vol. 123, no. 3, pp. 187-192, Mar. 2011. (SCI, EI)
  24. H. L. Ku, P. C. Wang, W. Y. Hwang, M. C. Su, C. C.H. Liu, "Application of Radio Frequency Identification in Perioperative Care," Journal of Association of periOperative Registered Nurses , vol. 94, no. 2, pp. 158-172, Aug. 2011. (AORN)
  25. Y. Z. Hsieh, M. C. Su, C. H. Chou, and P. C. Wang, "Detection of Line-Symmetry Clusters," International Journal of Innovative Computing, Information and Control (IJICIC), vol. 7, no. 8, pp. 5027-5043, Aug. 2011.(SCI, EI)
  26. M. C. Su, D. Y. Huang, J. H. Chen, W. Z. Lu, L. C. Tsai, and J. Z. Lin, "Mapping Multi-Spectral Remote Sensing Images Using Rule Extraction Approach," Expert Systems with Applications, vol. 38, no. 10, pp. 12917-12922, Sep. 2011. (SCI, EI)
  27. M. C. Su, S. C. Lai, P. C. Wang, Y. Z. Hsieh and S. C. Lin, "A SOMO-based approach to the operating room scheduling problem," Expert Systems with Applications, vol. 38, no. 12, pp. 15447-15454, Nov. 2011. (SCI, EI)
  28. J. H. Chen, M. C. Su, C. Y. Chen, F. H. Hsu, and C. C. Wu, "Application of neural networks in detecting erroneous tax reports for construction companies," Automation in Construction, vol. 20, no. 7, pp. 935-939, Nov. 2011.(SCI, EI)
  29. C. C. H. Liu, C. H. Chang, M. C. Su, H. T. Chu, S. H. Hung, J. M. Wong, and P. C. Wang, "RFID-initiated workflow control to facilitate patient safety and utilization efficiency in operation theater," Computer Methods and Programs in Biomedicine, vol. 104, no. 3, pp. 435-442, Dec. 2011. (SCI, EI)
  30. C. C. Liu, K. P. Liu, B. H. Wang, G. D. Chen, and M. C. Su, "Applying Tangible Story Avatars to Enhance Children’s Collaborative Storytelling," British Journal of Educational Technology, vol. 43, no. 1, pp. 39-45, 2012. (SSCI)
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