Project

플러그앤플레이 방식으로 설명가능성을 제공하는 인공지능 기술 개발 및 인공지능 시스템에 대한 설명 제공 검증, 정보통신기획평가원(IITP), Participating, 2022.01-2026.12

[교육] 서울대-KBI AI기반 데이터 사이언스 전문가 양성 교육과정, 금융연수원, 2025.03-2025.05

안전한 인공지능 시스템 구현을 위한 프라이버시 보호 및 신뢰 보장 기술 개발-II, 한국연구재단, 2024.05-2027.04

[교육]서울대-KBI 데이터 사이언스 전문가 양성 교육과정, 금융연수원, 2024.03-2024.06

AI와 데이터 과학을 위한 수리기법, 서울대학교, 2023.08-2024.08

LG에너지솔루션 인공지능 자문단, LG에너지솔루션 , 2023.05-2024.04

(Danksharding + PBS) Builder centralization: Is it really safe?, 이더리움 재단, 2022.07-2022.11

(직업교육훈련과정) 한국금융연수원 핀테크 4차산업혁명 핵심인재 양성과정(우리은행)_1기, 한국금융연수원, 2022.04-2022.08

Development of Effective Defense Techniques against Adversarial Attacks for Secure AI System, National Research Foundation of Korea, Principal Investigator, 2019.03-2024.02

가상자산 위험도 평가방법 및 평가모형 구축, 나이스평가정보주식회사, Co-Principal Investigator, 2022.07-2022.11

항공수요예측 및 분석 용역, 인천국제공항공사, Participating, 2020.03-2020.09

분산원장기술 기반 증권결제시스템 구축 실험 설계, 한국은행, Principal Investigator, 2019.05-2019.08

Development of Big Data Domain Adaptation Technique for Emerging Financial Markets Analysis, National Research Foundation of Korea, Principal Investigator, 2016.06-2019.02

Development of AI-based Automatic Modeling Technology for measurement and process data, Samsung Electronics, Principal Investigator, 2018.04-2019.02

수학기반 산업데이터해석 연구센터, National Research Foundation of Korea, Participating, 2017.06-2025.02

Development of Machine Learning-based Default Prediction Models, Financial Supervisory Services, Principal Investigator, 2017.09- 2017.12

Development of Data Mining Technique for Real time Financial Markets Analysis, National Research Foundation of Korea, Principal Investigator, 2011.05-2016.04

Development of Bayesian Kernel Machines for High-Frequency Data Prediction, National Research Foundation of Korea, Principal Investigator, 2010.09-2013.08

Development of a volatility surface module, KIS Pricing, Principal Investigator, 2008.12- 2009.02

Development of Kernel Based Real-time Recommender System through Structured Web Data Analysis, Korea Research Foundation, Principal Investigator, 2008.07- 2010.06

Development of data mining system for large-scale rarely labelled data and its application to bio-data classification, Korea Science and Engineering Foundation, Principal Investigator, 2007.09- 2010.08

Development of equilibrium-based sparse kernel machines for high- speed data processing and its application, Korea Research Foundation, Principal Investigator, 2007.12- 2008.11

PMI sub- project for Quantitative and Mathematical Finance, Korea Research Foundation, Investigator, 2007.11- 2010.10

Development of a novel inductive semi-supervised learning algorithms and their applications to data mining, Korea Research Foundation, Principal Investigator, 2007.1- 2007.12

Development of a novel method for rapid determination of concentration ratio in iron ore by using semi-supervised learning, GSIST(POSCO), Principal Investigator, 2007.01- 2007.12

Development of global optimization system in search of transition states and its applications to real-world problems in large-scale, Korea Science and Engineering Foundation, Principal Investigator, 2005.04- 2008.03

New exotic derivatives models, KIS Pricing, Principal Investigator, 2006.03- 2006.09 (developed KIS DERIVA 1.0)

Development of a trajectory-based kernel machine methodology and its application to pattern extraction, Korea Research Foundation, Principal Investigator, 2005.12- 2006.11

Development of an efficient jump dynamics algorithm for solving nonlinear constraint satisfaction problems and its applications, Korea Research Foundation, Principal Investigator, 2004.12- 2005.11

Development of the rapid determination technique of the HCI reduction ratio in FINEX plant, POSCO & Promoim, Investigator, 2005.08- 2005.12

Option pricing and hedging via globally optimized learning networks, KOSEF (Com2Mac), Investigator, 2004.03 - 2005.02

Effective applications of data-mining techniques in the steel industry, GSIST(POSCO), Principal Investigator,  2004.01- 2004.12

Development of a novel efficient global optimization methodology and its application to pattern analysis, Korea Research Foundation, Principal Investigator, 2003.12 - 2004.11

Development of a new computational method for stability region estimate in nonlinear systems, Korea Research Foundation, Principal Investigator, 2002.07 - 2003.06