Seung-Hyun Baek is a professor at the School of Business Administration, ERICA Campus, Hanyang University. He received his Ph.D. from the University of Tennessee, Knoxville, U.S.A. His main research interests include supply chain management, quality management, business intelligence & analytics, and machine learning.
■ Education.
-Ph.D., Industrial Engineering, University of Tennessee, USA
-M.S., Industrial Engineering, Georgia Institute of Technology, USA
-B.S., Industrial Engineering, Myongji University
■ Research Interests
-Data mining (modeling & big data analysis), quality management, SCM (supply chain management), production management, CRM (customer relationship management), financial engineering (data-driven stock price analysis, value investment analysis), real estate analysis (data-driven commercial area and investment analysis)
■ Work Experience
-Professor, Hanyang University
-Evaluation Committee Member of Institute of Information & Communications Technology Planning & Evaluation (IITP)
-Evaluation Committee Member, Public Procurement Service
■ Publications
1. Solution Strategy for Inventory Constrained Maritime Routing and Scheduling: Multi-Commodity Bulk Shipping, European Journal of International Management
2. Multi-Choice Wavelet ThresholdingBased Binary Classification Method, Methodology
3. Modified Batch Mean Charts for Network Intrusion Detection, International Journal of Industrial Engineering-Theory Applications and Practice
4. Hybridized Support Vector Machine and Recursive Feature Elimination with Information Complexity, Statistics, Optimization and Information Computing
5. Determinants Analysis and Prediction of Stock Price Using CART: Focusing on KOSPI 200, Journal of the Korean Operations Research and Management Science Society
6. Statistical Process Control Based Intrusion Detection and Monitoring, Quality and Reliability Engineering International
■ Education.
-Ph.D., Industrial Engineering, University of Tennessee, USA
-M.S., Industrial Engineering, Georgia Institute of Technology, USA
-B.S., Industrial Engineering, Myongji University
■ Research Interests
-Data mining (modeling & big data analysis), quality management, SCM (supply chain management), production management, CRM (customer relationship management), financial engineering (data-driven stock price analysis, value investment analysis), real estate analysis (data-driven commercial area and investment analysis)
■ Work Experience
-Professor, Hanyang University
-Evaluation Committee Member of Institute of Information & Communications Technology Planning & Evaluation (IITP)
-Evaluation Committee Member, Public Procurement Service
■ Publications
1. Solution Strategy for Inventory Constrained Maritime Routing and Scheduling: Multi-Commodity Bulk Shipping, European Journal of International Management
2. Multi-Choice Wavelet ThresholdingBased Binary Classification Method, Methodology
3. Modified Batch Mean Charts for Network Intrusion Detection, International Journal of Industrial Engineering-Theory Applications and Practice
4. Hybridized Support Vector Machine and Recursive Feature Elimination with Information Complexity, Statistics, Optimization and Information Computing
5. Determinants Analysis and Prediction of Stock Price Using CART: Focusing on KOSPI 200, Journal of the Korean Operations Research and Management Science Society
6. Statistical Process Control Based Intrusion Detection and Monitoring, Quality and Reliability Engineering International