project

On-going Projects & Grants

Sales analytics based on graphic neural network and natural language processing

Industry Project  |  IOI Soft (아이오아이소프트)

2022.08 ~ 2023.01 (PI)

Multifractal analysis of cryptocurrency market using the capital asset pricing model filtering

Research Grant  |  Hanyang University (한양대학교)

2022.03 ~ 2023.02 (PI)

Loan eligibility classification model using explainable artificial intelligence

Research Grant  |  National Research Foundation of Korea (한국연구재단)

2021.06 ~ 2023.02 (PI)

An education and research team for sharing and cooperation based smart systems 

BK21 Four  |  National Research Foundation of Korea (한국연구재단)

2020.09 ~ 2027.08 (Co-PI)



Completed Projects & Grants

Development of machine learning based asset pricing factor model

Industry Project  |  Dunamu (두나무)

2022.07 ~ 2023.01 (PI)

Wholesale used-vehicle pricing model compression based on deep learning

Industry Project  |  Hyundai Glovis (현대글로비스)

2022.07 ~ 2022.10 (PI)

2022 business effectiveness analysis on fine dust reduction forest project

Research Contract  |  KOFPI (한국임업진흥원)

2022.07 ~ 2022.09 (Co-Investigator)

S-OIL CDS Training Intermediate (2022) course projects consulting

Industry Project  |  S-Oil (에쓰오일) w/ Fast Campus

2022.06 ~ 2022.11 (PI)

Pre-ISP for Artificial Intelligence-driven Competency Test

Industry Project  |  Confidential

2022.02 ~ 2022.04 (Co-PI)

Business analytics for small and medium-sized enterprises

Industry Project  |  Hyperlounge (하이퍼라운지)

2021.10 ~ 2021.11 (PI)

A study on social policy to respond to changes in social structure such as polarization

Institute Programs in the Humanities & Social Sciences  |  National Research Foundation of Korea (한국연구재단)

2021.09 ~ 2022.05 (Co-PI)

2021 business effectiveness analysis on fine dust reduction forest project

Research Contract  |  KOFPI (한국임업진흥원)

2021.05 ~ 2021.10 (Co-Investigator)

Used vehicle retail price prediction and leasing/rental residual value estimation models

Industry Project  |  Hyundai Glovis (현대글로비스)

2021.03 ~ 2021.09 (PI)

Anomaly detection in financial time series using the Voronoi diagram

Young Faculty Joint Research Grant  |  Hanyang University (한양대학교)

2020.09 ~ 2022.08 (PI)

Algorithm for predictive analytics based on the distribution of financial return series and its characteristics

New Faculty Start-up Research Fund  |  Hanyang University (한양대학교)

2019.09 ~ 2021.02 (PI)

Current/future price prediction algorithm in used-vehicle market

Industry Project  |  Hyundai Glovis (현대글로비스) w/ Polarium

2019.09 ~ 2020.02 (PI)

Open financial data-driven math. models and interdisciplinary analytics for financial product innovation

Research Grant  |  National Research Foundation of Korea (한국연구재단)

2018.03 ~ 2021.02 (PI)