Research#
Current research interests
- Physiological and medical data analysis
- Moment-based learning
- Counting integer partitions
- Financial market analysis
Past research interests
- Recommender systems
- Reservoir computing
- Methods for estimating multi-fractal spectra
- Computer vision for autonomous ground vehicles
Biography#
Education
- MS in Applied Mathematics, Johns Hopkins University, expected 2022
- PhD in Electrical Engineering, University of Ulsan, 2010
Work experience
- Research fellow - Level C (ANU), Sep 2019 ~
-
Assistant professor (Koreatech), Mar 2011 ~ Sep 2019
- Graduate student supervision
- Effects of leave of absence on the academic performance of undergraduate students in Korea (2018)
- Echo state networks in modeling chaos (2018)
- Characterizing the cognitive workload by analysing blink rate variability dynamics (2017)
- Probabilistic approach for item genre prediction utilizing users’ perception (2016)
- Moment based classification in comparison to kNN (2016)
- Educational mobile robot platform (2015)
- Perception system for autonomous vehicles (2014)
- Selected sponsored research
- Educational mobile robot platform (Korea Industrial Technology Evaluation Management Service, and Human Resource Development Institute)
- Autonomous vehicle competition (Agency for Defense Development(Korea) and Hyundai motor group)
- Ground terrain recognition for autonomous military vehicle (Agency for Defense Development(Korea))
- Graduate student supervision
- Research intern (RIKEN), Summer 2011
Source codes: Github
Ask me questions at: Quora
Activities & Awards#
- Automated glossary generation for effective and efficient information extraction from text data / Discovering causal relations in COVID-19 associated literature. Sponsored by The Defence Innovation Network (Primary Investigator)
- Research services relating to data sets. Immunisation Register and Pharmaceutical Benefits Scheme data set. Sponsored by The Department of Health (Secondary Investigator)