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

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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
  • À¯ÀüÀÚ ÇÁ·Î±×·¡¹ÖÀ» ÀÌ¿ëÇÑ Áö´É¼¾¼­ÀÇ ÁøÈ­ Çϵå¿þ¾î ±¸Çö, Evolvable Hardware Implementation of Smart Sensors using Genetic Programming, ¼®È£½Ä, À庴Ź, Çѱ¹ Á¤º¸°úÇÐȸ 2000³â Ãß°è Çмú ¹ßÇ¥ ´ëȸ, Á¦27±Ç 2È£, 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.
  • ¿Â¶óÀÎ ÀûÀÀ ÇнÀÀ» À§ÇÑ À¯ÀüÀÚ ÇÁ·Î±×·¡¹ÖÀÇ ÁøÈ­ Çϵå¿þ¾î ±¸Çö, Implementation of Genetic Programming on Evolvable Hardware for On-line Adaptive Learning, ¼®È£½Ä, À̰­, À庴Ź, Çѱ¹ Á¤º¸ °úÇÐȸ 2000³â Ãá°è Çмú ¹ßÇ¥ ´ëȸ, Á¦27±Ç 1È£, 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.
  • ÁøÈ­ Çϵå¿þ¾î»ó¿¡¼­ ¿Â¶óÀÎ ÇнÀÀ» À§ÇÑ À¯ÀüÀÚ ÇÁ·Î±×·¡¹ÖÀÇ ÁøÈ­, Evolving Genetic Programs on Evolvable Hardware for Online Learning, ¼®È£½Ä, À̱¤ÁÖ, À庴Ź, '99 ÀΰøÁö´É, ½Å°æ¸Á ¹× ÆÛÁö½Ã½ºÅÛ Á¾ÇÕ Çмú´ëȸ, pp.9-12, 1999.
  • ÁøÈ­ Çϵå¿þ¾î»ó¿¡¼­ À¯ÀüÀÚ ÇÁ·Î±×·¡¹ÖÀ» ÀÌ¿ëÇÑ ¿Â¶óÀÎÇнÀ, On-line Learning by Genetic Programming on Evolvable Hardware, ¼®È£½Ä, À̱¤ÁÖ, À̰­, À庴Ź, Çѱ¹ Á¤º¸ °úÇÐȸ 1999³â Ãß°è Çмú ¹ßǥȸ, pp.342-344, 1999.
  • À¯ÀüÀÚ ÇÁ·Î±×·¡¹Ö ±â¹ÝÀÇ Çϵå¿þ¾î ÁøÈ­±â¹ý, Hardware Evolution Based on Genetic Programming, ¼®È£½Ä, À̰­, À庴Ź, ´ëÇÑÀüÀÚ°øÇÐȸ ÇϰèÁ¾ÇÕÇмú´ëȸ, pp. 452-455, 1999.