Myong K. Jeong

Professor

Industrial and Systems Engineering

Phone:848-445-4858
Fax:732-445-5467
Email:mjeong@soe.rutgers.edu
Office:CORE Building, Room 204
Website: Myong K. Jeong
Dr. Myong K. (MK) Jeong is an Associate Professor in the Department of Industrial and Systems Engineering and the Rutgers Center for Operations Research at Rutgers University. He received his BS in Industrial Engineering from Han Yang University, Seoul, Korea, in 1991, MS in Industrial Engineering from Korea Advanced Institute of Science and Technology, Taejon, Korea, in 1993, MS in Statistics from Georgia Institute of Technology, Atlanta, Georgia, in 2002, and Ph.D. in Industrial and Systems Engineering from Georgia Institute of Technology, Atlanta, Georgia, in 2004. He was formerly an Assistant Professor in the Department of Industrial and Information Engineering, the University of Tennessee, Knoxville. He worked as a senior researcher from 1993 to 1999 at the Electronics and Telecommunications Research Institute (ETRI). He has focused on developing data mining techniques, process monitoring and control procedures, and optimization techniques for machine learning. The applications include various industries such as gas/oil, semiconductor, transportation, bio-energy, computing, electronics, and automobile. He has published over 60 journal papers including Technometrics, IEEE Transaction on Semiconductor Manufacturing, IEEE Transactions on Systems, Man, Cybernetics, Pattern Recognition Letters, and IIE Transaction on Quality and Reliability. He received the Freund International Scholarship and the National Science Foundation (NSF) CAREER Award in 2002 and in 2007, respectively. His research has been supported by the National Science Foundation, National Transportation Research Center, United States Department of Agriculture, Qatar National Research Fund, Electronics and Telecommunications Research Institute, and various industries. He has been a consultant for Samsung Electronics, ETRI, KISTI, and other companies. He is an associate editor of the IEEE Transactions on Automation Science and Engineering, International Journal of Quality, Statistics and Reliability, and Advisory Board Member of International Journal of Advanced Manufacturing Technology. He is a senior member of IEEE.

 

Education

Ph.D., 2004, Georgia Institute of Technology

Honors

  1. National Science Foundation (NSF) CAREER Award, 2007-2012
  2. Omega Rho International Honor Society (Operations Research and Management Science), Faculty Advisor, November 2011
  3. Freund International scholarship by American Society for Quality, 2002-2004
  4. NAFSA Awards for Excellent International Students by Association of International Educators, 2001-2002

Professional Affiliations

  • Senior Member of Institute of Electrical and Electronics Engineers (IEEE)
  • Member of Institute of Industrial Engineers (IIE), Institute for Operations Research and Management Sciences (INFORMS)

Research Interests

Data mining, sensor data analytics, process monitoring, and intelligent transportation.

Selected Publications

  • N. Kim, M. K. Jeong*, B. Lee, H. Lee, S. Lee, and Y. Moon (2014), "A Graph Kernel Approach for the Simultaneous Detection of the Competitive Technology and Technology Groups," IEEE Intelligent Systems, 44-51.
  • K. Lee, N. Kim, and M. K. Jeong* (2014 ), "A Sparse Signomial Model for Classification and Regression," Annals of Operations Research, 216, 257-286.
  • S. Hwang, B. Yum, and M. K. Jeong* (2014), "Robust Relevance Vector Machine with Variational Inference for Improving Virtual Metrology Accuracy," IEEE Transaction on Semiconductor Manufacturing, 27(1), 1-12
  • F.M. Oliveira Neto, L. Han and M. K. Jeong (2013), "An Online Self-Learning Algorithm for License Plate Matching," IEEE Transaction on Intelligent Transportation Systems, 14(4), 1806-1816
  • N. Kim, B. Lee, H. Lee, S. Lee, Y. Moon, and M. K. Jeong (2012), "Automatic Detection of Influential Patents Using Singular Values," IEEE Transactions on Automation Science and Engineering, 59, 723-733.
  • F.M. Oliveira Neto, L. Han and M. K. Jeong (2012), "Online License Plate Matching Procedure Using License-Plate Recognition Machines and New Weighted Edit Distance," Transportation Research Part C, 21(1), 306-320.
  • O. Omitaomu, M. K. Jeong*, and A. Badiru (2011), "On-Line Support Vector Regression with Varying Parameters for Time-Dependent Data," IEEE Transactions on Systems, Man, Cybernetics, Part A, 41(1), 191-197.
  • Y. S. Jeong, O. Omitaomu, and M. K. Jeong* (2011), "Weighted Dynamic Time Warping for Time Series Classification," Pattern Recognition, 44, 2231-2240.
  • Y. Jeong, S. J. Kim, and M. K. Jeong* (2008), "Automatic Identification of Defect Patterns in Semiconductor Wafer Maps Using Spatial Correlogram and Dynamic Time Warping," IEEE Transaction on Semiconductor Manufacturing, 21(4), 625-637 (Invited for the INFORMS 2008 QSR student best paper competition)
  • Y. Fang and M. K. Jeong* (2008), "Robust Probabilistic Multivariate Calibration Model," Technometrics, 50(3), 305-316