Han-Saem Park

Current Status:
Ph.D. Candidate in Yonsei University, Seoul, Korea

March 1999 - Februery 2004
B.S. in Computer Science, Yonsei University

March 2004 - Februery 2006
M.S. in Computer Science, Yonsei University
M.S. Thesis: "The Prognistoc Modeling of The Metabolic Sydnrome Using Bayesian Network and Medical Knowledge"

Teaching
March 2004 - June 2004
Teaching Assistant for "Programming Language"
In Yonsei University

September 2004 - December 2004
Teaching Assistant for "Formal Language and Automata Theory"
In Yonsei University

March 2005 - June 2005
Teaching Assistant for "Programming Language"
In Yonsei University

Research Interests
Pattern Recognition:
Fuzzy cluster analysis, Ensemble classifier

Bioinformatics:
Microarray analysis, Prognostic modeling of diabetes & metabolic syndrome

HCI:
Video retrieval & summarization in multi-camera system

Intelligent Robotics:
Behavior-based robot agent control

Publication
Book Chapter
  1. S.-B. Cho and H.-S. Park, "Sophisticated methods for cancer classification using microarray data," Analysis of Biological Data: A Soft Computing Approach, pp. 281-302, World Scientific, 2007.

International Journal
  1. H.-S. Park, S.-H. Yoo and S.-B. Cho, "Evolutionary fuzzy clustering algorithm with knowledge-based evaluation and applications for gene expression profiling," Journal of Computational and Theoretical Nanoscience, vol. 2, no. 8, pp. 524-533, December 2005. (SCIE)

  2. H.-S. Park, S.-H. Yoo and S.-B. Cho, "Forward selection method with regression analysis for optimal gene selection in cancer classification," International Journal of Computer Mathematics, vol. 84, no. 5, pp. 653-668, May 2007. (SCIE)

  3. H.-S. Park and S.-B. Cho, "Evolutionary fuzzy cluster analysis with Bayesian validation of gene expression profiles," Journal of Intelligent and Fuzzy Systems, vol. 18, no. 6, pp. 543-559, December 2007. (SCIE)

Domestic Journal
  1. H.-S. Park and S.-B. Cho, "Fuzzy cluster analysis of gene expression profiles using evolutionary computation and adaptive α-cut based evaluation," Journal of KISS, vol. 33, pp. 681-691, 2006.

  2. H.-S. Park, M.-H. Park and S.-B. Cho, "Information recommendation in mobile environment using multi-criteria decision making," Journal of KIISE: Computing Practices and Letters, vol. 14, no. 3, pp. 306-310, 2008.

  3. S. Lim, H.-S. Park and S.-B. Cho, "Bayesian network based user preference modeling for office event retrieval," Journal of KIISE: Computing Practices and Letters, vol. 14, no. 6, pp. 614-618, 2008.

International Conference
  1. H.-S. Park, S.-H. Yoo and S.-B. Cho, "A fuzzy clustering algorithm for analysis of gene expression profiles," Pacific Rim International Conference on Artificial Intelligence, pp. 967-968, 2004. (LNCS 3157)

  2. H.-S. Park and S.-B. Cho, "Evolutionary clustering algorithm with knowledge-based evaluation for fuzzy cluster analysis of gene expression profiles," First International Conference on Pattern Recognition and Machine Intelligence (PReMI'05), pp. 640-644, 2005. (LNCS 3776)

  3. H.-S. Park and S.-B. Cho, "An efficient attribute ordering optimization in Bayesian networks for prognostic modeling of the metabolic syndrome," International Conference on Intelligent Computing, pp. 381-391, 2006. (LNCS 4115)

  4. H.-S. Park, J.-O. Yoo and S.-B. Cho, "A context-aware music recommendation system using fuzzy Bayesian networks with utility theory," International Conference on Fuzzy Sytems and Knowledge Discovery (FSKD'06), pp. 970-979, 2006. (LNCS 4223)

  5. H.-S. Park and S.-B. Cho, "Evolutionary fuzzy clustering for gene expression profile analysis," Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems , pp. 1637-1642, 2006.

  6. S.-B. Cho and H.-S. Park, "Ensemble classifiers for DNA microarray data analysis," The First Korea-Japan Joint Workshop on Pattern Recognition, pp. 115-120, 2006.

  7. H.-S. Park, I.-J. Song and S.-B. Cho, "Information recommendation in mobile environment using multi-criteria decision making and the application to restaurant recommendation," International Conference on Ubiquitous Intelligence and Computing (UIC'08), pp. 158-168, 2008. (LNCS 5061)

  8. H.-S. Park and S.-B. Cho, "A fuzzy rule-based system with ontology for summarization of multi-camera event sequences," International Conference on Artificial Intelligence and Soft Computing (ICAISC'08), pp. 850-860, 2008. (LNAI 5067)

  9. M.-H. Park, H.-S. Park and S.-B. Cho, "Restaurant Recommendation for Group of People in Mobile Environments Using Probabilistic Multi-criteria Decision Making," Asia-Pacific Conference on Computer-Human Interaction (APCHI'08), pp. 114-122, 2008. (LNCS 5068)

  10. H.-S. Park, S. Lim, J. K. Min and S.-B. Cho, "Optimal view selection and event retrieval in multi-camera office environment," IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2008), pp. 106-110, 2008.

  11. K.-S. Hwang, H.-S. Park and S.-B. Cho, "Robotic intelligence with behavior selection network for Bayesian network ensemble," IEEE Workshop on Robotic Intelligence in Informationally Structured Space, pp. 151-154, Mar. 29 ~ Apr. 2, 2009.

  12. H.-S. Park and S.-B. Cho, "Predicting user activities in the sequence of mobile context for ambient intelligence environment using dynamic Bayesian network," The 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010), pp. 311-316, Jan. 22 ~ Jan. 24, 2010.

Domestic Conference
  1. H.-S. Park, S.-H. Yoo and S.-B. Cho, "Analysis of gene expression data using Gath-Geva algorithm," Proc of KISS, vol. 31, no. 1, pp. 253-255, 2004.

  2. H.-S. Park and S.-B. Cho, "BKS fusion of classifier ensemble for prediction of diabetes," Proc. of KISS, vol. 31, no. 2, pp. 250-252, 2004.

  3. H.-S. Park, S.-B. Cho, and H. K. Lee, "Prognostic modeling of metabolic syndrome using Bayesian networks," Proc. of KCC, vol. 32, no.1, pp. 292-294, 2005.

  4. K.-S. Hwang, H.-S. Park and S.-B. Cho, "Bayesian probability and evidence combination for improving scene recognition performance," Proc. of KCC, vol. 32, no. 1, pp. 634-636, 2005.

  5. M.-H. Park, H.-S. Park and S.-B. Cho, "Robot agent control for the adaptation to dynamic environment: Learning behavior network based on LCS with keeping population by conditions," Proc. of KIFS, vol. 15, no. 2, pp. 335-338, 2005.

  6. H.-S. Park and S.-B. Cho, "An attribute ordering optimization in Bayesian networks for prognostic modeling of the metabolic syndrome," Proc. of KCC, vol. 33, no. 1(A), pp. 1-3, 2006.

  7. S.-B. Im, H.-S. Park, J.-K. Min, K.-S. Hwang and S.-B. Cho, "Video summarization system based on multi-camera," Proc. of KISS, vol. 33, no. 2(B), pp. 44-48, 2006.

  8. S. Lim, J. Min, H.-S. Park, S.-B. Cho, "Bayesian network based event recognition in multi-camera environment," Proc. of KCC, vol. 34, no. 1(C), pp. 248-251, 2007.

  9. H.-S. Park, M. H. Park, and S.-B. Cho, "LBS information recommendation in mobile environment using multi-criteria decision making," Proc. of KIISE, vol. 34, no. 2(A), pp. 66-67, 2007.

  10. S.-J. Lim, H.-S. Park and S.-B. Cho, "Bayesian networks based user preference modeling for office event retrieval," Proc. of KCC, vol. 34, no. 2(A), pp. 70-71, 2007.

  11. H.-S. Park and S.-B. Cho, "Fuzzy rule-based summarization of event sequences in an indoor multi-camera environment," Proc. of KCC, vol. 34, no. 2(C), pp. 288-292, 2007.

  12. H.-S. Park, I.-J. Song and S.-B. Cho, "Context adaptive user interface generation in ubiquitous home using Bayesian network and behavior selection network," Proc. of KHCI, vol. 17, no. 1, pp. 573-578, 2008. 2.

  13. H.-S. Park and S.-B. Cho, "A summarization of multi-camera office event using user log analysis," Proc. of KCC, vol. 35, no. 1(B), pp. 186-190, 2008. 7.

  14. H.-S. Park and S.-B. Cho, "Prediction of user activity based on mobile life-log using dynamic Bayesian network," Proc. the 30th KIPS Fall Conference, pp. 60-63, 2008. 11.

  15. J. K. Min, H.-S. Park and S.-B. Cho, "Summarization of soccer video based on multiple cameras using dynamic Bayesian network," Proc. of KHCI, pp. 567-571, 2009.

  16. H.-S. Park, T.-M. Jung and S.-B. Cho, "Designinig and collecting of mobile context for social network construction," Proc. of KIISE, vol. 36, no. 2(B), pp. 195-198, 2009. 11.

  17. S.-H. Lee, H.-S. Park, and S.-B. Cho, "A context-aware schedule maangement agent using d-separation Bayesian network modeling," Proc. of KIISE, vol. 36, no. 2(B), pp. 302-306, 2009. 11.

  18. J.-W. Yoon, H.-S. Park, S.-B. Cho, K.-R. Kim and K.-C. Park, "An efficient delivery service of intelligent home robot using Bayesian network based location inference of home environment factors," Proc. of KIISE, vol. 36, no. 2(B), pp. 297-301, 2009. 11.

  19. H.-S. Park and S.-B. Cho, "Lifelog mining for mobile social network construction," Proc. of Korea Business Intelligence Data Mining Conference, 2009. 11.

  20. H.-S. Park, S.-H. Lee, J.-W. Yoon, S. Lim and S.-B. Cho, "Domain Knowledge-based Modularization of Probabilistic Model for Intelligent HRI of Service Robot," Proc. of KHCI, 2010. 1. (Accepted)

Patent
  1. 조성배, 민준기, 박한샘, "다중 비디오카메라 뷰의 동적 선택에 기반한 개인화 DMB 방송 시스템 및 그 방법," 출원, 2008. 12. 16. (출원번호: 10-2008-0127745)

  2. 김용준, 박한샘, 조성배, 조위덕 "사용자 맞춤형 운동 추천 방법 및 이를 적용한 휴대용 단말기," 출원, 2009. 10. 22. (출원번호: 10-2009-0100526)

Submitted Papers
  1. J.-O. Yoo, H.-S. Park and S.-B. Cho, "Fuzzy Bayesian networks with utility theory for a context-aware music recommendations," Journal of Intelligent and Fuzzy Systems, 2008.

  2. H.-S. Park and S.-B. Cho, "Personalized summarization of indoor multi-camera events using fuzzy rule-based system with domain knowledge," Information Systems, 2008.

  3. H.-S. Park, M.-H. Park and S.-B. Cho, "Mobile Information Recommendation using Multi-Criteria Decision Making with Bayesian Network," Applied Intelligence, 2009.

  4. H.-S. Park and S.-B. Cho, "An Evolutionary Attribute Ordering in Bayesian Networks for Prognostic Modeling of the Metabolic Syndrome," Information Sciences, 2009.

Paper Review
Journal:
  1. Journal of Heuristics

  2. IEEE Transactions on Fuzzy Systems

  3. Image and Vision Computing

Conference:
  1. International Conference on Neural Information Processing (ICONIP 2009)

  2. International Symposium on Bio- and Medical Informatics and Cybernetics (BMIC 2009)

Awards and Honors
  • Good paper award from Korea Business Intelligence Society: H.-S. Park and S.-B. Cho, "Lifelog mining for mobile social network construction," Proc. of Korea Business Intelligence Data Mining Conference, 2009.

Contact
Address:
Softcomputing Lab., Dept. of Computer Science, Yonsei University
134 Shinchon-Dong, Seodaemun-Ku, Seoul, 120-749, KOREA
E-mail: sammy[at]sclab.yonsei.ac.kr
Tel: +82-2-2123-3877

This page was last updated on December 7, 2009.