Ho-Sik Seok(Machine Learning)

Biointelligence Lab
School of Computer Science and Engineering
Seoul National University
Seoul 151-742, Korea

Office: 301-419
Phone: +82-2-880-1847
Fax: +82-2-880-7302
Email:
Personal home page:
Research interests: Concept expansion, language acqusition, transfer learning

Short bio

  • 1999. 3: BS in Computer Engineering, Seoul National University
  • 2001. 3: MS in Computer Engineering, Seoul National University
  • 2001. 7 ~ 2004.6: Lecturer, Korea Military Academy
  • 2004.9 ~ : PhD Course

 

Publications:

  • Feature relevance network-based transfer learning for indoor location estimation, H.-S. Seok,  K.-B. Hwang, and B.-T. Zhang, IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, 2010. (accepted).
  • Hypernetwork-based natural language sentence generation by word relation pattern learning, H.-S. Seok, J. Bootkrajang, and B.-T. Zhang, Journal of the Korea Information Science Society: Software and Applications,37(3):205-213, 2010.
  • Evolutionary Calibration of Sensors using Genetic Programming on Evolvable Hardware, Ho-Sik Seok, Byoung-Tak Zhang, Proceedings of the 2001 Congress on Evolutionary Computation, 630-634, 2001
  • 유전자 프로그래밍을 이용한 지능센서의 진화 하드웨어 구현, Evolvable Hardware Implementation of Smart Sensors using Genetic Programming, 석호식, 장병탁, 한국 정보과학회 2000년 추계 학술 발표 대회, 27 2, pp. 99-101, 2000.
  • Behavior Evolution of Autonomous Mobile Robot using Genetic Programming based on Evolvable Hardware, Dong-Wook Lee, Ho-Byung Chun, Ho-Sik Seok, Kwang-Ju Lee, Byoung-Tak Zhang, Kwee-Bo Sim, IEEE International Conference on Systems, Man, and Cybernetics, Nashville, USA, 2000.(Accepted)
  • Genetic Programming of Process Decomposition Strategies for Evolvable Hardware, Ho-Sik Seok, Kwang-Ju Lee, Byoung-Tak Zhang, Dong-Wook Lee, Kwee-Bo Lee, The Second NASA/DoD Workshop on Evolvable Hardware, Palo Alto, USA, pp. 25-34, 2000.
  • 온라인 적응 학습을 위한 유전자 프로그래밍의 진화 하드웨어 구현, Implementation of Genetic Programming on Evolvable Hardware for On-line Adaptive Learning, 석호식, 이강, 장병탁, 한국 정보 과학회 2000년 춘계 학술 발표 대회, 제27권 1호, pp. 214-216, 2000.
  • An On-Line Learning Method for Object-Locating Robots using Genetic Programming onEvolvable Hardware, Ho-Sik Seok, Kwang-Ju Lee, Byoung-Tak Zhang, International Symposium on Artificial Life and Robotics 2000, Oita, Japan, pp.321-324, 2000.
  • 진화 하드웨어상에서 온라인 학습을 위한 유전자 프로그래밍의 진화, Evolving Genetic Programs on Evolvable Hardware for Online Learning, 석호식, 이광주, 장병탁, '99 인공지능, 신경망 및 퍼지시스템 종합 학술대회, pp.9-12, 1999.
  • 진화 하드웨어상에서 유전자 프로그래밍을 이용한 온라인학습, On-line Learning by Genetic Programming on Evolvable Hardware, 석호식, 이광주, 이강, 장병탁, 한국 정보 과학회 1999년 추계 학술 발표회, pp.342-344, 1999.
  • 유전자 프로그래밍 기반의 하드웨어 진화기법, Hardware Evolution Based on Genetic Programming, 석호식, 이강, 장병탁, 대한전자공학회 하계종합학술대회, pp. 452-455, 1999.