James Seong-Joo Kim

Telephone: +1(404) 894-4130
Fax: +1(404) 894-4130
Cel: (404)822-8137
email: James Seong-Joo Kim

• Choi, W.-K., Ha, S.-H., *Kim, S.-J. and Jeon, H.-T. (2006), "Study for Intelligent Guide System Using Soft Computing," Lecture Notes in Computer Science, pp. 101-107, LNCS4253.

• Choi, W.-K., *Kim, S.-J. and Jeon, H.-T. (2006), "Research on Human Friendly Path Guidance Using Fuzzy Logic," The Transactions of Korea Fuzzy and Intelligent System Society, vol. 16, no. 5, pp. 616-621.

• Choi, W.-K., Ha, S.-H., *Kim, S.-J., Kim, Y.-T. and Jeon, H.-T. (2006), "Intelligent Controller for Mobile Robot Using Hierarchical Modular Neural Networks," The Transactions of Korea Fuzzy and Intelligent System Society, vol. 16, no. 4, pp. 389-395.

• Choi, W.-K., *Kim, S.-J. and Jeon, H.-T. (2005), "Multiple Sensor Fusion and Motion Control of Snake Robot Based on Soft Computing," Lecture Notes in Computer Science, pp. 291-297, LNCS3682.

• *Kim, S.-J., Kim, J.-S., Kim, S.-H. and Kim, Y.-M. (2005), Evolvable Recommendation System in the Portable Device Based on the Emotion Awareness, Lecture Notes in Computer Science, pp. 251-257, LNCS3682.

• Choi, W.-K., *Kim, S.-J. and Jeon, H.-T. (2005), Soft Computing Method Assisting User for Optimization of 3D Effects, The Transactions of Korea Fuzzy and Intelligent System Society, vol. 15, no. 1, pp. 69-74.

• *Kim, S.-J., Choi, W.-K. and Jeon, H.-T. (2004), Intelligent Robot Control with Personal Digital Assistants Using Fuzzy Logic and Neural Network, Lecture Notes in Computer Science, pp. 589-595, LNCS3215.

• Kim, J.-H., *Kim, S.-J., Choi, W.-K., Kim, J.-S. and Jeon, H.-T. (2004), Memory Management Model with ART and Fuzzy Logic, The Transactions of Korea Fuzzy and Intelligent System Society, vol. 14, no. 7, pp. 920-926.

• *Kim, S.-J., Jung, S.-H. and Jeon, H.-T. (2004), Applications of Intelligent Wearable Computing, The Transactions of Korea Fuzzy and Intelligent System Society, vol. 14, no. 3, pp. 304-309.

• *Kim, S.-J., Choi, W.-K., Kim, Y.-M. and Jeon, H.-T. (2004), Recurrent Modular Network for Learning Environments and Behavior Pattern Based on Emotion Estimation, The Transactions of Korea Fuzzy and Intelligent System Society, vol. 14, no. 1, pp. 9-14.

• *Kim, S.-J., Jung, S.-H., Kim, Y.-T. and Jeon, H.-T. (2002), Control of Mobile Robot Using PDA, The Transactions of Korea Fuzzy and Intelligent Systems Society, vol. 12, no. 4, pp. 379-384.

• *Kim, S.-J., Kim, Y.-T., Seo, J.-Y., Cho, H.-C. and Jeon, H.-T. (2002), Design of Scaling-Wavelet Mixed Neural Network Structure, The Transactions of Korea Fuzzy and Intelligent Systems Society, vol. 12, no. 6, pp. 511-516.

• *Kim, S.-J. and Jeon, H.-T. (2003), Optimal Design of Modular Neural Network, The Transactions of Korea Fuzzy and Intelligent Systems Society, vol. 13, no. 1, pp. 6-11.

• *Kim, S.-J., Kim, J.-S. and Jeon, H.-T. (2003), Research on Intelligent Snake Robot, The Transactions of Korea Fuzzy and Intelligent Systems Society, vol. 13, no. 1, pp. 70-75.

• Choi, W.-K., *Kim, S.-J., Kim, Y.-M. and Jeon, H.-T. (2003), Control of Mobile Robot Using Modular Neural Network with Optimal Expert Network, The Transactions of Korea Fuzzy and Intelligent Systems Society, vol. 13, no. 2, pp. 186-191.

• Kim, J.-S., *Kim, S.-J. and Jeon, H.-T. (2004), Calibration Method of Shift Map for Intelligent Transmission System, The Magazine of the Institute of Electronics Engineers of Korea, vol. 41, no. 6, pp. 55-60.

• *Kim, S.-J. (2005), Artificial Information Processing Model Based on Brain Using Neural Network and Fuzzy Cognitive Map, Proceedings of the International Symposium of Intelligent Systems 2005, pp. 1768-1771. Selected paper for the oral presentation.

• Choi, W.-K., Kim, S.-J., Seo, J.-Y. and Jeon, H.-T. (2005), Human-friendly Robot Control by Emotion Estimation and Environmental Recognition, Proceedings of ITC-CSCC2005, pp. 111-112. Selected paper for the oral presentation.

• *Kim, S.-J., Seo, J.-Y., Kim, Y.-T., Cho, H.-C. and Jeon, H.-T. (2001), Initialization of the Radial Basis Function Network Using Localization Method, Proceedings of ICCAS2001, pp. 1568-1571. Selected paper for the oral presentation.

• *Kim, S.-J., Seo, J.-Y., Kim, Y.-T., Cho, H.-C. and Jeon, H.-T. (2001), Adaptive Structure of the Radial Basis Function Network Using Time-Frequency Localization, Proceedings of ICONIP2001. Selected paper for the oral presentation.

• *Kim, S.-J., Kim, Y.-T., Seo, J.-Y. and Jeon, H.-T. (2002), Design of the Scaling-Wavelet Neural Network Using Genetic Algorithm, Proceedings of IJCNN2002, pp. 2174-2178. Selected paper for the oral presentation.

• *Kim, S.-J., Jeon, H.-T., Seo, J.-Y. and Cho, H.-C. (2003), The Intelligent control for Mobile System(I); with Neural Network, Proceedings of SCI2003, pp. 149-152. Selected paper for the best presentation in the session.

• *Kim, S.-J., Kim, J.-S. and Jeon, H.-T. (2003), The Intelligent control for Mobile System(I); with Fuzzy Logic, Proceedings of SCI2003, pp. 153-156. Selected paper for the oral presentation.

• Development of Intelligent Autonomous Adaptive System Using the Information Processing of Brain
  
  • Korea Ministry of Science and Technology, Dec.1998 ~ Jul. 2001
    
  • This project was three year’s project sponsored by Korea Ministry of Science and Technology to develop intelligent autonomous adaptive system based on information processing mechanism in brain. I developed optimal structure design learning various situations under the robot environment using neural network, wavelet neural network, radial basis function network and fuzzy logic.

• Development of Intelligent Automatic Transmission System Using Soft Computing
  
  • Hyundai Motor Company, Sep. 2000 ~ Aug. 2001
    
  • I developed learning system for AT transmission by using ECU (Electronic Control Unit) and TCU (Transmission Control Unit) and neural network computation program for training data that is acquired from TCU and communication protocol to control between ECU and TCU.

• Development of Core Technology for Intelligent Wearable Module
  
  • Korea Ministry of Commerce, Industry and Energy, Dec. 2000 ~ Aug. 2003
    
  • For the application and development of wearable computing module with PDA (Personal Digital Assistant), I developed the basic intelligent algorithm by using sensor fusion. In this project, the PDA device was used as a wearable display, remote control of mobile robot by PDA was developed, motion capture by magnetic sensor on the hat was developed, and voice recognition algorithm was developed by software and hardware. Also, I managed the whole project schedule and core design of target system. For application on PDA device, windows programming and visual eMbedded program was developed by me.

• Research on Human Behavior System Based on Brain Information Processing Mechanism
  
  • Korea Ministry of Science and Technology, Aug. 2001 ~ May. 2004
    
  • I developed intelligent information processing layer as a standard form based on the biological brain information processing mechanism. In order to implement efficient model for information processing, I had researched on biological mechanism of brain, especially Cerebral Cortex, Amygdala, Papez Circuit, and Hippocampus. As a result, the standard 5-layered structure was proposed and the related protocol definition was provided. It can be used as a standard layer such as communication standard, 7-layer structure in other area. Moreover, several applications by using developed 5-layer were introduced as real implementations including sensory input learning, memory management, emotion estimation, behavior decision and behavior planning.

• Research on Modular Robot (Snake-like Robot)
  
  • Intelligent System and Human Robot Lab. in Chung-Ang Univ., 2002
    
  • I designed and developed modular robot that can be operated alone. It includes ultrasonic sensor module, gas detection sensor, temperature measurement sensor, light detection sensor and display module. The robot also has an autonomous navigation function and collision avoidance by programming C code using neural network learning.

• Research on Service Robot (home applicable robot)
  
  • Intelligent System and Human Robot Lab. in Chung-Ang Univ., 2003
    
  • I designed and developed small but functional robot that can be operated alone. It has several functions such as time alarm, wake-up sound, voice recognition, following specific colored moving materials and temperature measurement.

• Development of Mobile Broadcasting Platform for Transmitting Information from Remote System
  
  • Korea Administration of Small and Medium Business, May. 2003 ~ Mar. 2004.
    
  • I developed intelligent arrangement algorithm for virtual cameras that can be used as 3D broadcasting. This project is a part of Samsung Electronics and Omnitel Co., Ltd. in Korea. The developed algorithm was implemented by windows program and demonstrated on the real system.

• Development of Wearable Intelligent and Interactive Module
  
  • Korea Ministry of Commerce, Industry and Energy, Sep. 2003 ~ Aug. 2006
    
  • The goal of this project is to develop intelligent software core module which can be applied to various functions as a SoC type. I had managed the project from Sep. 2004 as a chief manager and discussed software core standard with SoC manufacturing company. As a result, more than 10 software cores are successfully developed and equipped on SoC test board. The significant meaning is to develop artificial intelligent functions that was performed in the PC or eMbedded system level as a software core module which can enable the module be easily transferred and settled in any system having SoC inside. The developed intelligent functions include intelligent user interface, intelligent car navigation functions onto PDA, graphical avatar object generation, emotion detection, and voice recognition.

• Development of Robot Industrial Technical Road-map and Killer Applications (Phase I / II)
  
  • Bucheon College, Nov. 2006 ~ Mar. 2007 / Aug. 2007 ~ Jan. 2008
    
  • As a reference guide, Bucheon city wanted to provide road-map and suggested application to the companies located inside Bucheon city for a huge robot project. The project reported Bucheon city about the technical trend, market issue, international leading item, killer applications and supporting policy.

• Postdoctoral Fellow
  
  • College of Agriculture and Life Science, Seoul National University, Korea. (Dec. 2006 ~ Jun. 2007)
    
  • My research involved design of machine learning method which can be used for DNA sequence learning and pattern matching. We were using variety of resources for this research including micro-array data and machine learning tools. Especially, using neural networks and fuzzy logic, I designed machine learning tools for application in the area of bioinformatics. The interesting goal was to design autonomous growing system based on from protein level up to soft computing method level.

• CTO (Chief of Technical Office)
  
  • MultiChannel Labs., Co. Ltd., Korea. (Sep. 2004 ~ May. 2006)
    
  • The company developed and manufactured multimedia players such as MP3 players, Portable Multimedia Players, GPS Navigation Systems and Automotive Players. Had been in charge of development management (development of intelligent functions), research laboratory management, technical marketing, presentation for exhibition, government development projects and product design. Planned product development with stake holders such as KENWOOD, CREATIVE, HYUNDAI and so on.

• Adjunct Professor
  
  • Chung-Ang University, Seoul, Korea. (Mar. 2005 ~ Feb. 2006)
    
  • Graduate School of Information

• Director
  
  • The Society of Korea Fuzzy and Intelligent Systems, Seoul, Korea.(Jan. 2005 ~ Dec. 2007)
    
  • Domain of Consortium for Industry, Education and Research

• Lecturer
  
  • Korea Univ. of Tech. and Edu., Cheon-An, Korea. (Mar. 2001 ~ Dec. 2004)
    
  • Incheon University, Incheon, Korea. (Sep. 2002 ~ Dec. 2002 / Sep. 2003 ~ Dec. 2003)
    
  • Chung-Ang University, Seoul, Korea. (Mar. 2006 ~ Aug. 2007)
    
  • Basic Computing and Practice, C-language, Information Communication Devices, Basic Circuit Design, Computer Application, Engineering Mathematics, Digital Control Systems

--James 13:10, 26 August 2008 (EDT)