Major 

Intelligent Controls and Systems
 
 
 Research Interests

Neuro-Fuzzy Modeling, Optimization, and Control of Industrial Processes
Data Mining Applications for Environmental and Financial Systems
Information-Based Manufacturing Systems with the Web
  
 
 Education 

1. Dept. of Electrical Eng., Yonsei University, 1984.
2. M.S., Dept. of Electrical Eng., Yonsei University, 1986.
3. Ph.D., Georgia Institute of Technology, School of Electrical and Computer Engineering, 1996.
 
 
 Selected Publications 
  1. Sungshin Kim, G.J. Vachtsevanos,V.K. Ramani,J.R. Echauz, "Neuro-Fuzzy Approaches to Decision Making: A Comparative Study with an Application to Check Authorization", Journal of Intelligent and Fuzzy Systems, vol. 6, pp. 259-278 (1998/09/01) (Journal of Intelligent and Fuzzy Systems) (SCI )
2. Sungshin Kim, George J. Vachtsevanos, “An intelligent approach to integration and control of textile processes,” Information Sciences, vol. 123, pp. 181-199, 2000.
3. Sungshin Kim, Man Hyung Lee, “A Polynomial Fuzzy Neural Network for Modeling and Control,” Artificial Life & Robotics (ISAROB), vol. 4, pp. 162-166, 2000.
4. Young-Kiu Choi, Min-Jung Lee, Sungshin Kim, Young-Chul Kay, “Design and Implementation of an Adaptive Neural-Network Compensator for Control Systems,” IEEE Transactions on Industrial Electronics, vol. 48, no. 2, pp. 416-423, 2001.
5. Hyeon Bae , Bongchul Kim, Sungshin Kim, C. W. Kim , SangHyeon Kim, Yejin Kim , "Modeling, Control, and Optimization of Activated Sludge Process", International Journal of Fuzzy Logic and Intelligent systems, Vol.1, Issue.1, pp.56-61 (2001/06/01)
6. Sungshin Kim , Hyeon Bae ,Jaeryong Jung, Vachtesvanos, "Wavelet Analysis to Real-Time Fabric Defects Detection in Weaving Processes", International Journal of Fuzzy Logic and Intelligent systems, Vol.2, Issue.1, pp.89-93 (2002/02/01)
7. Sang Hyun Kim, H. Lee, J. Kim, C. W. Kim, J. Ko, H. -J. Woo, Sungshin Kim, “Genetic Algorithms for the Application of Activated-Sludge Model No.1,” Water Science and Technology, vol. 45, no. 4-5, pp. 405-411, 2002.
8. Hyeon Bae, Sungshin Kim, and Man Hyung Lee, "Design and optimization of fuzzy controllers based on the operator’s knowledge," Journal of Artificial Life and Robotics, vol. 6, pp. 92-98, 2002/12.
9. Hyeon Bae, Sungshin Kim, Haekyun Kim, Kangbang Woo, "A Comparative Study on the Prediction of KOSPI 200 Using Intelligent Approaches", International Journal of Fuzzy Logic and Intelligent Systems, Vol.3, Issue.1, pp.7-12 (2003/06/01) (Korea Fuzzy Logic and Intelligent Systems Society)
10. Hyeon Bae, Sungshin Kim, Man Hyung Lee, Yejin Kim, and Chang Won Kim, "Knowledge-based unmanned automation and control systems for the SBR wastewater treatment process," Journal of Artificial Life and Robotics, vol. 7, pp. 107-111, 2003/2.
11. Youngkwang Woo, Hyeon Bae, Sungshin Kim, Kangbang Woo , "Intelligent Methods to Extract Knowledge from Process Data in the Industrial Applications", International Journal of Fuzzy Logic and Intelligent Systems, Vol.3, Issue.2, pp.194-199 (2003/12/01) (Korea Fuzzy Logic and Intelligent Systems Society)
12. H. Bae, D. J. Park, H. B. Ahn, B. H. Jun, S. Kim, J. I. Bae, and M. H. Lee, Man Hyung Lee, "Extraction of the quantitative and image information from the flame images of steam boilers of the steam power generation," Journal of Artificial Life and Robotics, vol. 8, 2004.
13. Hyeon Bae, Youn-Tae Kim, Sungshin Kim, and Sang-Hyuk Lee, “Fault Detection of Induction Motors Using Fourier and Wavelet Analysis,” Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 8, no. 4, 2004.
14. Hyeon Bae, Sungshin Kim, and Man Hyung Lee, “Extraction of the quantitative and image information from the flame images of steam boilers of the steam power generation,” Artificial Life and Robotics, vol. 8, no. 2, pp. 202-207, Sep. 25, 2004.
15. Hyeon Bae, Sungshin Kim, Yon Tae Kim, and Sang-Hyuk Lee, “Application of Time-series Data Mining for Fault Diagnosis of Induction Motors,” Lecture Notes in Computer Science, vol. 3483, pp. 1085-1094, May 9, 2005. (SCIE)
16. Kwang-Baek Kim, Sungshin Kim, Younghun Joo, Amsuk O, "Enhanced Fuzzy Single Layer Perceptron", LECTURE NOTES IN COMPUTER SCIENCE, Vol.3496, pp.603-608 (2005/04/01) (SPRINGER-VERLAG) (SCIE )
17. Sungshin Kim, Hyeon Bae, Seong-Pyo Chon, Kwang-Baek Kim, “On-Line Fabric-Defects Detection based on Wavelet Analysis,” Lecture Notes in Computer Science, vol. 3483, pp. 1075-1084, May 9, 2005. (SCIE)
18. Seong-Pyo Cheon, Sungshin Kim, "Directed Knowledge Discovery Methodology for the Prediction of Ozone Concentration", LECTURE NOTES IN COMPUTER SCIENCE, Vol.3613, pp.772-781 (2005/07/01) (SPRINGER-VERLAG) (SCIE )
19. Hyeon Bae, Sungshin Kim, and Kwang-Bang Woo, “Prediction Modeling for Ingot Manufacturing Process Utilizing Data Mining Roadmap Including Dynamic Polynomial Neural Network and Bootstrap Method,” Lecture Notes in Computer Science, vol. 3611, pp. 568-577, July 27, 2005. (SCIE)
20. Hyeon Bae, Sungshin Kim, and Kwang-Bang Woo, “Process Control and Management of Etching Process Using Data Mining with Quality Indexes,” Lecture Notes in Computer Science, vol. 3610, pp. 1164-1173, July 27, 2005. (SCIE)
21. Sang-Hyuk Lee , Youn-Tae Kim ,Seong-Pyo Cheon, Sungshin Kim, "Reliable Data Selection with Fuzzy Entropy", LECTURE NOTES IN COMPUTER SCIENCE, Vol.3613, pp.203-212 (2005/07/01) (SPRINGER-VERLAG) (SCIE )
22. Hyeon Bae, Sungshin Kim, and Yejin Kim, “Design of Fuzzy Controller and Parameter Optimizer for Non-linear System Based on Operator’s Knowledge,” Lecture Notes in Artificial Intelligence, vol. 3613, pp. 833-836, Aug. 27, 2005. (SCIE)
23. Hyeon Bae, Sungshin Kim, Jang-Mok Kim, and Kwang-Baek Kim, “Development of Flexible and Adaptable Fault Detection and Diagnosis Algorithm for Induction Motors,” Lecture Notes in Artificial Intelligence, vol. 3698, pp. 134-147, Sep. 13, 2005. (SCIE)
24. Hyeon Bae, Youn-Tae Kim, Sang-Hyuk Lee, Sungshin Kim, and Man Hyung Lee, “Fault Diagnostic of Induction Motors for Equipment Reliability and Health Maintenance Based upon Fourier and Wavelet Analysis,” Artificial Life and Robotics, vol. 9, no. 3, pp. 112-116, Sep. 25, 2005.
25. Hyeon Bae, Sungshin Kim, and Yejin Kim, “Self-Generation of Control Rules Using Hierarchical and Nonhierarchical Clustering for Coagulant Control of Water Treatment Plants,” Lecture Notes in Computer Science (LNCS: DS’05), vol. 3735, Oct. 8, 2005. (SCIE)
26. Hyeon Bae and Sungshin Kim, “Real-time Face Recognition using Hybrid-Information Extracted by Eigenface Spaces and Geometric Features,” Image and Vision Computing, vol. 23, no. 13, pp. 1181-1191, Nov. 2, 2005. (SCI)
27. Sengtai Lee, Jeehoon Kim, Jae-Yeon BAck, Man-Wi Han, Tae-Soo Chon, Sungshin Kim, "Pattern Analysis of Movement Behavior of Medaka (Oryzias latipes) : A Decision Tree Approach", LECTURE NOTES IN COMPUTER SCIENCE, Vol.3691, pp.546-553 (2005/09/01) (SPRINGER-VERLAG) (SCIE )
  
 
 Professional Experiences 

1. 3/1999-present, Associate Professor, Department of Electrical Engineering, Pusan National University, Pusan, Korea.
2. 10/1996-2/1999, Research Fellow, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA.
3. 1997-1998, Research Engineer, Appalachian Electronic Instruments Inc. Georgia, USA.
  
 
 Professional Societies & Activities 

1. Member, Institute of Electrical and Electronics Engineers.
2. Member, Korea Fuzzy Logic and Intelligent Systems Society.
3. Editor, ICASE (English Edition), 2001-2004.
4. Editor, Korea Fuzzy Logic and Intelligent Systems Society, 2001-present.
  
 
 Honors and Awards 

1. Good Paper Award, Korean Society of Environmental Engineers, 2002.
2. The Best Paper Award, Korean Fuzzy Logic and Intelligent System Society, 2004.
3. Director Award, The Korea Institute of Maritime Information and Communication Sciences, 2005.
  
 
 International Joint Research & Activities 

IMS (Intelligent Manufacturing System) Program with U.S.A. and Slovak