Kim,Jong-Min

academic article in scopus

• Integrating Contextual Causal Deep Networks and LLM-Guided Policies for Sequential Decision-Making.  Mathematics.  14. 2026
• Copula-Based Deep Learning Models for Competing Risks 2025
• Distributional CNN-LSTM, KDE, and Copula Approaches for Multimodal Multivariate Data: Assessing Conditional Treatment Effects 2025
• Deep learning approaches for forecasting the FOMC statement sentiment index 2025
• Editorial: Machine Learning Applications in Finance, 2nd Edition.  Journal of Risk and Financial Management.  18. 2025
• A Copula-Driven CNN-LSTM Framework for Estimating Heterogeneous Treatment Effects in Multivariate Outcomes.  Mathematics.  13. 2025
• LLM-Guided Ensemble Learning for Contextual Bandits with Copula and Gaussian Process Models.  Mathematics.  13. 2025
• Gaussian Process with Vine Copula-Based Context Modeling for Contextual Multi-Armed Bandits.  Mathematics.  13. 2025
• Deep learning-based survival analysis with copula-based activation functions for multivariate response prediction.  Computational Statistics.  40:5649-5676. 2025
• Exploring Calendar Anomalies and Volatility Dynamics in Cryptocurrencies: A Comparative Analysis of Day-of-the-Week Effects before and during the COVID-19 Pandemic.  Journal of Risk and Financial Management.  17. 2024
• Analyzing Portfolio Optimization in Cryptocurrency Markets: A Comparative Study of Short-Term Investment Strategies Using Hourly Data Approach.  Journal of Risk and Financial Management.  17. 2024