Bayesian Bootstrap for AIS data analysis
Detection of Abnormal Vessel Behaviors from AIS data using the Bayesian Bootstrap. Repository link for following research works: Oh, Y., & Kim, S. (20...
Development & Research Works
CMU LSMM Project: Deepfake Detection
This project is a part of Large-Scale Multimedia Analysis (11-775, Spring 2020) class at CMU. Objective of our team is to improve the detection model special...
CMU Studio Project: Conversational Chatbot
The purpose of project is developing a conversational AI chatbot. Our team implemented Parl AI from Facebook AI research team.
GM Internship Project: Battery Laser Welding Advisor
Transformation of the results of R&D’s laser welding experiments into knowledge that can be leveraged through standardized work and supporting tools.
Medical Data Analysis: NLP for EMR data
This project is a part of Professional Training for Medical Data Analysis hosted by Asan Medical Center & Ministry of Health and Welfare.
Multichannel CNN for Gas mixture classification
Multichannel CNN for Gas mixture classification using gas sensor array. Repository link for following research works: Oh, Y., Lee, C., Lee, J., Kim, S. &a...
Transfer Entropy analysis for congestion propagation
Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy. Repository link for following research works: Oh, Y., Kwak, J. & Ki...