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SynthCAT: Synthesizing Cellular Association Traces with Fusion of Model-Based and Data-Driven Approaches
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SynthCAT: Synthesizing Cellular Association Traces with Fusion of Model-Based and Data-Driven Approaches (2024)SynthCAT: Synthesizing Cellular Associati…Learning to Simulate Daily Activities via Modeling Dynamic Human Needs (2023)Learning to Simulate Daily Ac…Activity Trajectory Generation via Modeling Spatiotemporal Dynamics (2022)Activity Trajectory Generatio…The universal visitation law of human mobility (2021)The universal visitation law …Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle (2020)Mobile phone data for informi…CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks (2019)CellTradeMap: Delineating Tra…The TimeGeo modeling framework for urban mobility without travel surveys (2016)The TimeGeo modeling framewor…Citizens as sensors: the world of volunteered geography (2007)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Human mobility and socioeconomic status: Analysis of Singapore and Boston (2018)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)A survey on deep learning for human mobility (2023)The law of retail gravitation (1931)CellTrans (2019)Urban Scale Trade Area Characterization for Commercial Districts with Cellular Footprints (2020)Classifying Urban Fabrics into Mobile Call Activity with Supervised Machine Learning (2021)Growth in Cities (1992)The Spatial Economy (1999)Future directions in human mobility science (2023)Human mobility networks reveal increased segregation in large cities (2023)Resilience patterns of human mobility in response to extreme urban floods (2023)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepMove (2018)Practical Synthetic Human Trajectories Generation Based on Variational Point Processes (2023)An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques (2024)Activity-based disaggregate travel demand model system with activity schedules (2001)Tutorial on agent-based modeling and simulation (2006)COLA: Cross-city Mobility Transformer for Human Trajectory Simulation (2024)Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation (2024)A Universal Model for Human Mobility Prediction (2025)Evaluating the effect of demographic factors, socioeconomic factors, and risk aversion on mobility during the COVID-19 epidemic in France under lockdown: a population-based study (2020)Emerging COVID-19 impacts, responses, and lessons for building resilience in the seafood system (2021)
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References

  • 2020Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle630 cited
  • 2021The universal visitation law of human mobility428 cited
  • 2016The TimeGeo modeling framework for urban mobility without travel surveys295 cited
  • 2022Activity Trajectory Generation via Modeling Spatiotemporal Dynamics63 cited
  • 2023Learning to Simulate Daily Activities via Modeling Dynamic Human Needs31 cited
  • 2019CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks17 cited

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