Financial and economic Modeling and analysis
l Financial Text Data Timeseries Analysis
Paper Publication : Park, S.R., Lee, W.S., & Moon, I.C. (2015). Associative Topic Models with Numerical Time Series. Information Processing and Management, 51(5), 737–755
l Housing Market Analysis
Paper Publication : Yun, TS., Bae, HS., Moon, IC. et al. The relationship between housing finance and inequality. J Econ Interact Coord (2024). https://doi.org/10.1007/s11403-024-00405-3
l Housing Financial Policy Analysis
Paper Publication : Yun, T., & Moon, I. C. (2020). Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income. Journal of Artificial Societies and Social Simulation, 23(4)
l Card User Profiling
Paper Publication : Kim, Y., Cho, Y., Lee, H., & Moon, I. C. (2021, October). Predict Sequential Credit Card Delinquency with VaDE-Seq2Seq. In 2021 International Conference on Systems, Man, and Cybernetics (SMC) (pp. 1159-1164)
- NextUrban Modeling