설명: 설명: 설명: 설명: 설명: 설명: 설명: 설명: http://bi.snu.ac.kr/People/eskim.jpg

Eun-Sol Kim

 

Office: Bldg. 138, Room 409

Tel: 82-2-880-5890

Fax: 82-2-875-2240

E-mail: eskim ‘at’ bi.snu.ac.kr

 

  • Research Interests: Brain-inspired Machine Learning Algorithm
    • Probabilistic Graphical Model, Bayesian networks
    • Cognitive Science
    • Eye-tracking, Hand-movement tracking, Motion tracking
  • Education
    •  Ph.D. student, Computer Science and Engineering, Seoul National University, Sep 2010 - Current
    • B.S. Computer Science and Engineering, Seoul National University, Mar 2006 – Aug 2010
  • Projects

·         Videome: Cognitive Machine Learning from Digital Videos (2010.09-2015.04)

·         RoboMotion: Learning to Generate Robot Motions from Human Activity Sequences (2011.05-2013.04)

·         Collaborative project with IAS Group from TUM (Munchen, Germany)

·         BrainNet: Uncovering the Hyperedges of Cortical Brain Graphs (2010.09-2012.04)

·         MARS: Multimodal Information Extraction and Recommendation Technologies for Next-Generation Customized Services Based on Machine Learning (2010.09-2011.02)

  • Experience

·         2011.02: Visiting Research at Indiana University Bloomington, USA

·         2011.08: Visiting Research at Bielefeld University, Germany

·         2011.07: Visiting Research at Technische University Munchen, Germany

·         2012.02-2012.03: Visiting Research at Technische University Munchen, Germany

  • Teaching

·         Spring 2012: Artificial Intelligence: Cognitive Robotics (TA)

·         Fall 2011: Artificial Intelligence (TA)

·         Fall 2011: Brain and Computation (TA)

 

  • Publications

 

  • International

 

·         Mutual information-based evolution of hypernetworks for brain data analysis, E.-S. Kim, J.-W. Ha, W.H. Jung, J.H. Jang, J.S. Kwon, and B.-T. Zhang, IEEE Congress on Evolutionary Computation (CEC 2011), pp. 2721-2727, 2011.

·         Finding significant cortical modules on IQ by evolving region-based hypernetworks with mutual information, E.-S.Kim, J.-W. Ha, W. H. Jung, J. S. Kwon, and B.-T. Zhang, In Proceedings of the Ninth Asia-Pacific Bioinformatics Conference (APBC 2011), p. 288 (poster), 2011.

·         'Is this right?' or 'Is that wrong?': Evidence from dynamic eye-hand movement in decision making, E.-S. Kim, J. Kim, T. Pfeiffer, I. Wachsmuth, and B.-T. Zhang, Proceedings of Annual Meeting of the Cognitive Science Society (CogSci 2012), 2012. (poster)

·         Hierarchical slow-feature models of gesture conversation, J. Kim, S. Jang, E.-S. Kim, B.-T. Zhang, Proceedings of Annual Meeting of the Cognitive Science Society (CogSci 2012), 2012. (poster)

 

  • Domestic
    • 안구운동추적 정보기반 능동적 샘플링을 반영한 시각 하이퍼네트워크 모델, 김은솔, 김지섭, Karinne Ramirez Amaro, Michael Beetz, 장병탁, 2012 한국컴퓨터종합학술대회(KCC2012)논문집, 제39권 1(B), pp. 324-326, 2012.06.
    • 하이퍼네트워크를 이용한 EEG 신호의 시공간적 패턴 탐색, 김은솔, 이충연, 이기석, 이현민, 김준식, 장병탁,  2011 한국컴퓨터종합학술대회(KCC2011)논문집, 제38권 1(C), pp. 331-334, 2011.06.

 

 

 

This page is maintained by Eun-Sol Kim
Last update: 2012.07.25.