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<p>We study the problem of estimating the population and workplaces in a given area using open data sources and machine learning algorithms for automation and improvement of quality and accuracy of the transport demand calculation in transport modeling. Bibliography&#xa0;:&#xa0; 6 titles. Illustrations&#xa0;:&#xa0; 7 figures.</p>

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POPULATION AND WORKPLACES ESTIMATION USING MACHINE LEARNING AND OPEN DATA SOURCES

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • Georgy Kiselev,
  • Andrey Prokhorov

摘要

We study the problem of estimating the population and workplaces in a given area using open data sources and machine learning algorithms for automation and improvement of quality and accuracy of the transport demand calculation in transport modeling. Bibliography :  6 titles. Illustrations :  7 figures.