Enhancing financial literacy in South Korea: Integrating AI and data visualization to understand financial instruments’ interdependencies I Choi, WC Kim Societal Impacts 1 (1-2), 100024, 2023 | 17 | 2023 |
Detecting and analyzing politically-themed stocks using text mining techniques and transfer entropy—focus on the Republic of Korea’s case I Choi, WC Kim Entropy 23 (6), 734, 2021 | 15 | 2021 |
Network-based exploratory data analysis and explainable three-stage deep clustering for financial customer profiling I Choi, W Koh, B Koo, WC Kim Engineering Applications of Artificial Intelligence 128, 107378, 2024 | 10 | 2024 |
Practical forecasting of risk boundaries for industrial metals and critical minerals via statistical machine learning techniques I Choi, WC Kim International Review of Financial Analysis 94, 103252, 2024 | 8 | 2024 |
Estimating historical downside risks of global financial market indices via inflation rate-adjusted dependence graphs I Choi, WC Kim Research in International Business and Finance 66, 102077, 2023 | 8 | 2023 |
Dietary pattern extraction using natural language processing techniques I Choi, J Kim, WC Kim Frontiers in Nutrition 9, 765794, 2022 | 5 | 2022 |
Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series W Koh, I Choi, Y Jang, G Kang, WC Kim AAAI 2024: AI4TS (AI for Time Series Analysis) Workshop Oral Presentation, 2023 | 3 | 2023 |
Analyzing and Utilizing Thematic Stocks based on Text Mining Techniques and Information Flow-Based Networks: An Example of the Republic of Korea's Mask-Themed Stocks I Choi, WC Kim Industrial Engineering & Management Systems 21 (2), 244-266, 2022 | 3 | 2022 |
Enhancing Exchange-Traded Fund Price Predictions: Insights from Information-Theoretic Networks and Node Embeddings I Choi, WC Kim Entropy 26 (1), 70, 2024 | 2 | 2024 |
Elucidating directed statistical dependencies: investigating global financial market indices' influence on Korean short selling activities I Choi, M Lee, H Kim, WC Kim Pacific-Basin Finance Journal 79, 102018, 2023 | 2 | 2023 |
Improving data efficiency for analyzing global exchange rate fluctuations based on nonlinear causal network-based clustering I Choi, W Yun, WC Kim Annals of Operations Research, 1-36, 2022 | 2 | 2022 |
Unlocking ETF Price Forecasting: Exploring the Interconnections with Statistical Dependence-Based Graphs and xAI Techniques I Choi, WC Kim Knowledge-Based Systems, 112567, 2024 | 1 | 2024 |
An Explainable Prediction for Dietary-Related Diseases via Language Models I Choi, J Kim, WC Kim Nutrients 16 (5), 686, 2024 | 1 | 2024 |
A multifaceted graph-wise network analysis of sector-based financial instruments’ price-based discrepancies with diverse statistical interdependencies I Choi, WC Kim The North American Journal of Economics and Finance 75, 102316, 2025 | | 2025 |
납세자 의식 조사 기반의 투자 성향 의사 결정 요인 분석 최인수, 김우창 Proceedings of KIIT Conference, 583-583, 2024 | | 2024 |
공급망 금융 분야 및 관련 제반 분야의 연구 방향성에 대한 조사 연구 최인수, 고혜민, 김규범, 박성우, 정나리, 김우창 한국산업경영시스템학회 학술대회, 292-292, 2024 | | 2024 |
A temporal information transfer network approach considering federal funds rate for an interpretable asset fluctuation prediction framework I Choi, WC Kim International Review of Economics & Finance 96, 103562, 2024 | | 2024 |
K-콘텐츠 촬영지 정보 안내 서비스 기획 및 디자인 중심 프로토타입 제작에 대한 연구 김지은, 최현수, 한석환, 최인수 대한산업공학회 추계학술대회 논문집, 1614-1614, 2024 | | 2024 |
금융 시계열의 최적 분포에 대한 실증적 분석 최인수, 김우창 대한산업공학회 추계학술대회 논문집, 329-329, 2024 | | 2024 |
애널리스트 리포트의 문장 단위 감성 분석을 활용한 자산 배분 모형: 감성 분석과 팩터 모델링, Black-Litterman 모형의 결합을 중심으로 손형진, 이성혁, 최인수, 김우창 대한산업공학회 추계학술대회 논문집, 1366-1366, 2024 | | 2024 |