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An Artificial Intelligence-Based Approach for Simulating Pedestrian Movement
16 references·2 citing·37 second hop
An Artificial Intelligence-Based Approach for Simulating Pedestrian Movement (2016)An Artificial Intelligence-Based Approach…Introduction of frictional and turning function for pedestrian outflow with an obstacle (2009)Introduction of frictional an…A dynamic evacuation network optimization problem with lane reversal and crossing elimination strategies (2009)A dynamic evacuation network …Modeling crowd evacuation of a building based on seven methodological approaches (2008)Modeling crowd evacuation of …SPECIFICATION OF THE SOCIAL FORCE PEDESTRIAN MODEL BY EVOLUTIONARY ADJUSTMENT TO VIDEO TRACKING DATA (2007)SPECIFICATION OF THE SOCIAL F…Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions (2005)Self-Organized Pedestrian Cro…Pedestrian Behavior at Bottlenecks (2005)Pedestrian Behavior at Bottle…Microscopic dynamics of pedestrian evacuation (2005)Microscopic dynamics of pedes…Simulation of pedestrian flows by optimal control and differential games (2003)Simulation of pedestrian flow…Self-organized queuing and scale-free behavior in real escape panic (2003)Self-organized queuing and sc…A continuum theory for the flow of pedestrians (2002)A continuum theory for the fl…Simulation of pedestrian dynamics using a two-dimensional cellular automaton (2001)Simulation of pedestrian dyna…Jamming transition in pedestrian counter flow (1999)Jamming transition in pedestr…Cellular Automata Microsimulation of Bidirectional Pedestrian Flows (1999)Cellular Automata Microsimula…Forecasting with artificial neural networks: (1998)Forecasting with artificial n…Social force model for pedestrian dynamics (1995)Social force model for pedest…Transporttechnik der Fussgänger: Transporttechnische Eigenschaften des Fussgängerverkehrs, Literaturauswertung (1992)Transporttechnik der Fussgäng…Investigating the impact of emerging technologies on construction safety performance (2022)Investigating the impact of e…A data-driven neural network approach to simulate pedestrian movement (2018)A data-driven neural network …Book Review: Time Series Analysis: Forecasting and Control (1977)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Financial time series forecasting using support vector machines (2003)Time series forecasting using a hybrid ARIMA and neural network model (2003)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)Simulating dynamical features of escape panic (2000)Agent-based modeling: Methods and techniques for simulating human systems (2002)A critical assessment of pedestrian behaviour models (2009)Crowd behaviour and motion: Empirical methods (2017)Human Trajectory Forecasting in Crowds: A Deep Learning Perspective (2021)The Statistics of Crowd Fluids (1971)Self-Organizing Pedestrian Movement (2001)Simulation of evacuation processes using a bionics-inspired cellular automaton model for pedestrian dynamics (2002)Cellular automata microsimulation for modeling bi-directional pedestrian walkways (2001)Pedestrian and evacuation dynamics (2002)The fundamental diagram of pedestrian movement revisited (2005)Experimental study of the behavioural mechanisms underlying self-organization in human crowds (2009)The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics (2010)Relations in Public. Microstudies of the Public Order (2022)DESIGNING FOR PEDESTRIANS: A LEVEL-OF-SERVICE CONCEPT (1971)On the fluid mechanics of human crowd motion (1974)Pedestrian route-choice and activity scheduling theory and models (2003)Continuum crowds (2006)Human mobility: Models and applications (2018)Dynamic Noncooperative Game Theory (1982)Human Error (1990)Pedestrian, Crowd and Evacuation Dynamics (2009)SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction (2019)Foundations of social theory (1990)Foundations of Social Theory (1991)The Size, Scale, and Shape of Cities (2008)Field Theory in Social Science (1953)Social Attention: Modeling Attention in Human Crowds (2018)Field Theory in Social Science (1952)Simulation of pedestrian crowds in normal and evacuation situations (2002)Dynamics of crowd disasters: An empirical study (2007)
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References

  • 1995Social force model for pedestrian dynamics7,112 cited
  • 1998Forecasting with artificial neural networks:4,282 cited
  • 2001Simulation of pedestrian dynamics using a two-dimensional cellular automaton1,809 cited
  • 2005Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions1,506 cited
  • 2002A continuum theory for the flow of pedestrians1,123 cited
  • 2008Modeling crowd evacuation of a building based on seven methodological approaches632 cited
  • 2005Pedestrian Behavior at Bottlenecks563 cited
  • 1999Jamming transition in pedestrian counter flow536 cited
  • 2007SPECIFICATION OF THE SOCIAL FORCE PEDESTRIAN MODEL BY EVOLUTIONARY ADJUSTMENT TO VIDEO TRACKING DATA533 cited
  • 2003Simulation of pedestrian flows by optimal control and differential games300 cited
  • 1999Cellular Automata Microsimulation of Bidirectional Pedestrian Flows264 cited
  • 2009Introduction of frictional and turning function for pedestrian outflow with an obstacle241 cited
  • 2005Microscopic dynamics of pedestrian evacuation235 cited
  • 2009A dynamic evacuation network optimization problem with lane reversal and crossing elimination strategies211 cited
  • 2003Self-organized queuing and scale-free behavior in real escape panic

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202 cited
  • 1992Transporttechnik der Fussgänger: Transporttechnische Eigenschaften des Fussgängerverkehrs, Literaturauswertung194 cited
  • Cited by

    • 2022Investigating the impact of emerging technologies on construction safety performance80 cited
    • 2018A data-driven neural network approach to simulate pedestrian movement67 cited