Data Analytics Lab.
Career History
- 2005 : B.S. Industrial Engineering, Yonsei University
- 2007 : M.S. Industrial Engineering, Georgia Institute of Technology
- 2011 : Ph.D. Industrial Engineering, Georgia Institute of Technology
- 2011 ~ 2013 : Consultant, Terra Technology
- 2014 ~ 2016 : Senior Engineer, Samsung SDS
- 2016 ~ 2019 : Assistant, UNIST
- 2019 ~ 2021 : Director, Center for Maritime Data Science
- 2019 ~ Present : Associate Professor, UNIST
Intro
Data Analytics Lab. is carrying out research focuses on development of novel statistical methods for solving complex engineering problems. Specific research topics of Data Analytics Lab. Include artificial intelligence in quality engineering, system monitoring & anomaly detection, and sequential learning/large-scale calibration/uncertainty quantification. Applications of research include smart manufacturing, maritime logistics, mixture gas classification, traffic congestion propagation, and so on.
Research Field
Industrial statistics and data analytics , Quality engineering and management , Statistical process monitoring, Anomaly detection