Professor
Younghoon Kim, Ph.D.
Assistant Professor
Department of Industrial and Management Systems Engineering, Kyung Hee University
Office: 7086, Woojungwon, Global Campus
E-mail: y.kim@khu.ac.kr
Education
Ph.D. in Industrial Management Engineering, Korea University, Seoul, Korea, 2019.
B.S. in Industrial Management Engineering & Economics, Korea University, Seoul, Korea, 2013.
Work Experience
Assistant Professor, Industrial and Management Systems Engineering, Kyung Hee University, 2022 ~ Present
Adjunct Professor, Artificial Intelligence Graduate School, Kyung Hee University, 2022 ~ Present
Adjunct Professor, Big Data Analytics Graduate School, Kyung Hee University, 2023 ~ Present
Assistant Professor, Mathematics, Statistics, and Data Science, Sungshin Women’s University, 2021 ~ 2022
Adjunct Professor, Semiconductor Engineering, Samsung Institute of Technology, 2020 ~ 2021
Data Scientist, Optimization & Analytics Office, SK innovation, 2019 ~ 2020
Awards
KU Graduate Student Achievement Award, Korea University, 2019
SAS Best Paper Award, Korea BI Data Mining Society Conference, 2017
Best Paper Presentation Award, ICFCC, 2015
2nd Place, Equipment Demand Forecast Competition, Hyundai MOBIS, 2013
Project Leader, Revitalizing Electronic Vehicle Project, LG Global Challenger, 2011
Special Admission Scholarship, Korea University, 2009
Professional Activity
Member
Korean Institute of Industrial Engineers
Korea Data Mining Society
Reviewer
Annals of Operations Research, IEEE, Transactions on Consumer Electronics, IEEE, International Mobile, Intelligent, and Ubiquitous Computing Conference, IEEE Transactions on Systems, Man and Cybernetics: Systems, Transportation Letters: the International Journal of Transportation Research, Scientific Reports, Journal of Supercomputing, The Korean Journal of Applied Statistics, Journal of the Korean Institute of Industrial Engineers
Invited Talks
Anomaly Detection for Sensor Signal Data of Electrical Devices, KERI
Deep Learning for Signal Data Processing, KERI
Rehabilitation System Development for Disabled People with Artificial Intelligence, Korea University
Image Analysis and Data Augmentation, LG Display
Multiple Instance Learning and Biomedical Application, Korea University
Data Science and Applied Statistics, Sungkyunkwan University
Image Data Augmentation for Deep Learning, Smart Manufacturing R&D Seminar
Introduction to Artificial Intelligence and Machine Learning, Korea University
Image Segmentation with Deep Learning: From Segnet to DeepLab, LG Electronics
Teaching
Kyung Hee University
Machine Learning, Statistical Learning (Graduate), Basic Engineering Programming, Engineering Mathematics I
Sungshin Women's University
Artificial Intelligence Data Analysis, Introduction to Data Science, Multivariate Data Analysis I, II, Exploratory Data Analysis, R Data Analysis, Excel Data Analysis, Big Data Analysis (Graduate), Recent Trends in Statistics (Graduate)
Samsung Institute of Technology
Design of Experiment, Basic Statistics with Excel
Industrial Lecture
Artificial Intelligence and Statistics (LG Innotek), Artificial Intelligence Academy (Hyundai MNSoft)