Junghye Lee


Visiting Graduate Student

Research Interest

  • Privacy- Preserving data mining techniques

Education

  • B.S. in Industrial and Management Engineering, POSTECH, Pohang, Korea
    • Major: Statistical Learning, Machine Learning, Probabilistic Graphical Models, Health Analytics, Chemometrics

Selected Publications

  • Junghye Lee, Kyeol Chang, Chi-Hyuck Jun, Rae-Kwang Cho, Hoeil Chung and Hyeseon Lee, "Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis", Chemometrics and Intelligent Laboratory Systems, 147(15), 139-146, October 2015.
  • Junghye Lee and Chi-Hyuck Jun, "Classification of high dimensionality data through feature selection using Markov blanket", Industrial Engineering & Management Systems, 14(2), 210-219, June 2015.
  • Su-Dong Lee, Junghye Lee and Chi-Hyuck Jun, "Causality analysis for public and private expenditures on health using panel Granger-causality test", Industrial Engineering & Management Systems, 14(1), 104-109, March 2015.
  • Wonji Lee, Junghye Lee, Hyeseon Lee, Chi-Hyuck Jun, Il-su Park and Sung-Hong Kang, “Prediction of hypertension complicates risk using classification techniques”, Industrial Engineering & Management Systems, 13(4), 449-453, December 2014.

Contact Information

junghye_lee (at) postech.ac.kr

Website

https://sites.google.com/site/junghyelee08/