Projects

Machine Learning Projects

Urban Modeling

  • Population Re-location Modeling on City Commerce 
Publication Citation: Lee, S.H., Hong, J.H., Bae, J.W., & Moon, I.C. (2015). Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model. Journal of Artificial Societies and Social Simulation, 18(2),5.

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  • Urban Infrastructure Decision-Making
Publication Citation: Yun, T., Kim, D., Moon, I. C., & Bae, J. W. (2022). Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect. Journal of Artificial Societies and Social Simulation, 25(4).

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  • Fine Particle – Traffic Analysis

Publication Citation: Jang, J., Shin, S., Lee, H., & Moon, I. C. (2020). Forecasting the concentration of particulate matter in the Seoul metropolitan area using a Gaussian process model. Sensors, 20(14), 3845.


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Corresponding Youtube Link: 

https://www.youtube.com/watch?v=DTfjLOMwKaE


  • Urban Garbage Collection System Modeling
Publication Citation: Minsang Park, and Il-Chul Moon, Modeling and Calibrating Digital Twin of Automatic Garbage Collection System in Sejong City, Annual Modeling and Simulation Conference (ANNSIM 2023), Ontario, Canada, May 23-26, 2023.

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