project
On-going Projects & Grants
Sales analytics based on graphic neural network and natural language processing
Graphic Neural Network와 NLP를 활용한 세일즈 애널리틱스 개발
Industry Project | IOI Soft (아이오아이소프트)
2022.08 ~ 2023.01 (PI)
Multifractal analysis of cryptocurrency market using the capital asset pricing model filtering
자본자산가격결정모형 필터링을 활용한 암호화폐 시계열 멀티프랙탈 특성 분석
Research Grant | Hanyang University (한양대학교)
2022.03 ~ 2023.02 (PI)
Loan eligibility classification model using explainable artificial intelligence
설명 가능한 인공지능을 활용한 대출자격 분류모형 연구
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
공유와 협력에 기반한 스마트 시스템 교육연구팀
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
기계학습 기반 자산가치평가 팩터모형 개발
Industry Project | Dunamu (두나무)
2022.07 ~ 2023.01 (PI)
Wholesale used-vehicle pricing model compression based on deep learning
딥러닝 기반 도매 중고차 프라이싱 모형 경량화
Industry Project | Hyundai Glovis (현대글로비스)
2022.07 ~ 2022.10 (PI)
2022 business effectiveness analysis on fine dust reduction forest project
2022년도 미세먼지 저감 산림사업 효과성 분석
Research Contract | KOFPI (한국임업진흥원)
2022.07 ~ 2022.09 (Co-Investigator)
S-OIL CDS Training Intermediate (2022) course projects consulting
S-OIL CDS 양성 교육 중급 (2022) 과정 내 프로젝트 자문
Industry Project | S-Oil (에쓰오일) w/ Fast Campus
2022.06 ~ 2022.11 (PI)
Pre-ISP for Artificial Intelligence-driven Competency Test
AI역량검사 솔루션 개발에 활용될 기초 Frame 사전 정립 프로젝트
Industry Project | Confidential
2022.02 ~ 2022.04 (Co-PI)
Business analytics for small and medium-sized enterprises
중소기업 맞춤형 비즈니스 애널리틱스 개발
Industry Project | Hyperlounge (하이퍼라운지)
2021.10 ~ 2021.11 (PI)
A study on social policy to respond to changes in social structure such as polarization
양극화 등 사회구조변화 대응을 위한 사회정책 연구
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
2021년도 미세먼지 저감 산림사업 효과성 분석
Research Contract | KOFPI (한국임업진흥원)
2021.05 ~ 2021.10 (Co-Investigator)
Used vehicle retail price prediction and leasing/rental residual value estimation models
중고차 소매시세 예측 및 리스/렌트 잔가 산정 모형 개발
Industry Project | Hyundai Glovis (현대글로비스)
2021.03 ~ 2021.09 (PI)
Anomaly detection in financial time series using the Voronoi diagram
Voronoi Diagram을 활용한 금융시계열 이상 탐지
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
금융 시계열의 수익률 분포 특성에 기반한 예측 분석 알고리듬
New Faculty Start-up Research Fund | Hanyang University (한양대학교)
2019.09 ~ 2021.02 (PI)
Current/future price prediction algorithm in used-vehicle market
중고차 현재/미래 시세 예측 알고리듬 개발
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
금융상품 혁신을 위한 개방형 금융데이터 기반의 수리모형 및 융복합 애널리틱스 연구
Research Grant | National Research Foundation of Korea (한국연구재단)
2018.03 ~ 2021.02 (PI)