| 학 력 |
- - 학사: King's College London, BSc (Honours) in Mathematics (London, UK)
- 석사: King's College London, MSc in Financial Mathematics (London, UK)
- 박사: University of London, Birkbeck College, PhD in Computer Science (London, UK)
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| 경 력 |
- - LG, AI & Big Data Research Division, Predictive AI Team
- Birkbeck Institute for Data Analytics
- Threat Intelligence Lab
- King's College London Financial Mathematics Group
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| 연구관심분야 |
- - AI-powered strategic decision support systems
- AI-based dynamic forecasting
- AI-based financial technology & timeseries modeling
- Applied machine learning & eXplainable AI
- Predictive analytics
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| 주요논문 (최근 5년간) |
- Han, Seongil, Haemin Jung, Paul D. Yoo. "SMART: Structured Missingness Analysis and Reconstruction Technique for credit scoring" Nature Scientific Reports 15, no. 1 (2025): 15111. [link]
Han, Seongil, Haemin Jung, Paul D. Yoo, Alessandro Provetti, and Andrea Cali. "NOTE: Non-parametric Oversampling Technique for Explainable credit scoring." Nature Scientific Reports 14, no. 1 (2024): 26070. [link]
Han, Seongil, and Haemin Jung. "NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class." PloS one 19, no. 12 (2024): e0316454. [link]
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| 강의분야 |
- 인공지능특론 (Advanced Artificial Intelligence)
수치해석특론 (Advanced Numerical Analysis)
알고리즘분석 (Analysis of Algorithms)
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| 저 서 |
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