Project list
Projects for 5 most recent years are listed below.
Artificial intelligence(LLM)-based Question Generation Model Research
[2024.09.01 ~ 2025.08.31, EDU TOSEL]
Automatic Generation Algorithm for Product Information Tagging using AI
[2023.10.01 ~ 2023.12.31, Primrose Hill Partners]
Establishment of Optimized Medical Database and Development of Questionnaire AI Algorithm for Promoting Non-face-to-face Healthcare
[2022.05.02 ~ 2023.05.31, Korea Technology and Information Promotion Agency for SMEs]
Diagnosis of Spinal Fractures Using Artificial Intelligence
[2022-03-01 ~ 2023-02-28, Korea University ANSAN Hospital (Research collaboration project)]
Artificial Intelligence Research for Monomer Design
[2021-08-01 ~ 2023-07-31, Samyang Central Research Institute]
Battlefield Data Simulation Technology (Battlefield Data Generative Model, Unstructured Simulated Battlefield Data Generation)
[2021-02-16 ~ 2022-11-30, National Defense Research Institute]
Big Data Group for Problem-defining Talent Training (BK21 Project)
[2020-09-01 ~ 2027-08-31, Korea Research Foundation]
Development of 6D Object Pose Estimation Model in Medical Environment
[2021-03-02 ~ 2022-02-28, Mania Mind (Research collaboration project)]
A Study on Artificial Intelligence Writing Technology using Natural Language Processing
[2021-07-01 ~ 2021-12-31, Mania Mind (Research collaboration project)]
Development of Questionnaire AI to Provide Remote Medical Consultations
[2021-07-01 ~ 2021-12-31, Korea University Anam Hospital (Research collaboration project)]
A Study on the Development of Image Classification for Secondary Battery Products using Artificial Intelligence
[2021-06-28 ~ 2021-12-09, Korea Electronics Recycling Cooperative]
Development of AI-based Process Risk Preliminary Review System
[2021-05-20 ~ 2021-10-31, Hyundai Engineering & Construction Co., Ltd.]
Quantum Machine Learning Simulator (advisory and student researcher participation)
[2020-08-01 ~ 2022-02-28, Ministry of Science and ICT]
Development of Genetic Analysis Methodology Combining High-Dimensional Networks and Artificial Intelligence (development of network model-based CNN and graph CNN deep learning algorithms)
[2019-06-01 ~ 2022-02-28, National Research Foundation of Korea]
Extraction of Durable Deteriorated Parts and Development of Future Failure Patterns Prediction using Claim Data (deep learning model development)
[2021-05-01 ~ 2021-08-31, Hyundai NGV, Hyundai Motor Company]
Development of CDM Extended Model for Infectious Disease Data and Development of a Tool to Utilize the Model
[2019-04-01 ~ 2021-12-31, Ministry of Health and Welfare]
Development of CDM Extended Model of Unstructured Data based on Pathology, Electrocardiogram, and Echocardiography and Development of a Tool to Utilize the Model
[2019-04-01 ~ 2021-12-31, Ministry of Health and Welfare]
Industrial Artificial Intelligence Professionals Training (opened Deep Learning Theory and Application course)
[2019-03-01 ~ 2024-02-28, Korea Industrial Technology Promotion Agency]
Technology to Predict and Control Nonlinear Characteristics of Artificial Intelligence-based Noise
[2021-07-01 ~ 2021-03-31, BRFrame Co., Ltd.]
Development of Efficient Performance Prediction Technology based on Big Data
[2021-02-01 ~ 2021-05-31, National Research Foundation of Korea, Korea Institute of Energy Research]
Construction of a Prediction Model for Ship AIS Destination
[2020-09-01 ~ 2021-02-28, SeaVantage Co., Ltd.]
Construction of Solar Power Forecasting Algorithm using Machine Learning
[2020-08-11 ~ 2020-11-10, Korea Institute of Energy Research]
Development of Forecasting Program for the Weather Force of a Ship using the Performance Data and Weather Data
[2020-01-01 ~ 2020-06-30, SeaVantage Co., Ltd.]
Development of Universal Chest X-ray Determination Assistance Technology based on Artificial Intelligence Convolutional Neural Network and Circular Neural Network
[2019-07-01 ~ 2020-06-30, Korea Medical Institute (KMI)]
Development of a Crop Yield Prediction Model and building a Platform (development of deep learning algorithms for crop reading and quality prediction based on drone image data)
[2019-08-06 ~ 2020-05-05, Korea Land and Geospatial Informatics Corporation]
Numerical Weather Forecasting Model Data Frame Interpolation Service
[2020-02-07 ~ 2020-04-17, Korea Institute of Energy Research]
Development of Failure Prediction Technology based on Claim Data [Deep Learning / Machine Learning] (Hyundai Motor Future Technology Research Project)
[2019-08-12 ~ 2020-02-11, Hyundai NGV Co. Ltd.]
Development of an Algorithm to Support Efficient Operation of Ships to Overcome Marine Environmental Regulations (development of machine learning/deep learning algorithms)
[2018-12-01 ~ 2019-11-30, Ministry of SMEs and Startups]
Construction Service of Cloud Movement Vector Production Algorithm based on Chollian Satellite Image (development of cloud movement prediction algorithm using deep learning)
[2019-04-30 ~ 2019-07-31, Korea Institute of Energy Research]
Development of Mathematical Methodology for Genetic Network Analysis under High-Dimensional Big Data
[2017-09-01 ~ 2019-08-31, National Research Foundation of Korea]
Development and Performance Improvement of Artificial Intelligence Algorithm for Arrhythmia Electrocardiogram Detection (deep learning algorithm development)
[2018-12-19 ~ 2019-08-19, Ministry of SMEs and Startups]
A Study on the Electrochemical Properties of Nanoparticles through Informatics Analysis
[2018-12-10 ~ 2019-01-11, Korea Institute of Energy Research]