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Building Agent‐Based Walking Models by Machine‐Learning on Diverse Databases of Space‐Time Trajectory Samples
16 references·0 citing·41 second hop
Building Agent‐Based Walking Models by Machine‐Learning on Diverse Databases of Space‐Time Trajectory Samples (2011)Building Agent‐Based Walking Models by Ma…Computational Social Science (2009)Computational Social ScienceVirtual Crowds: Methods, Simulation, and Control (2008)Virtual Crowds: Methods, Simu…FROM CROWD DYNAMICS TO CROWD SAFETY: A VIDEO-BASED ANALYSIS (2008)FROM CROWD DYNAMICS TO CROWD …Pedestrian Reactive Navigation for Crowd Simulation: a Predictive Approach (2007)Pedestrian Reactive Navigatio…Introduction to Data Mining (2007)Introduction to Data MiningGroup Behavior from Video: A Data-Driven Approach to Crowd Simulation (2007)Group Behavior from Video: A …Crowds by Example (2007)Crowds by ExampleCrowd Simulation (2007)Crowd SimulationGeosimulation (2004)GeosimulationT HE F LOW OF H UMAN C ROWDS (2002)T HE F LOW OF H UMAN C ROWDSEncoding Natural Movement as an Agent-Based System: An Investigation into Human Pedestrian Behaviour in the Built Environment (2002)Encoding Natural Movement as …Self-Organizing Pedestrian Movement (2001)Self-Organizing Pedestrian Mo…Approximate entropy as a measure of system complexity. (1991)Approximate entropy as a meas…A micro-simulation model for pedestrian flows (1985)A micro-simulation model for …The Social Logic of Space (1984)The Social Logic of SpaceProblems in Participant Observation (1955)Problems in Participant Obser…Social force model for pedestrian dynamics (1995)Continuum crowds (2006)Social Attention: Modeling Attention in Human Crowds (2018)SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction (2019)STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction (2019)Field Theory in Social Science (1952)The Statistics of Crowd Fluids (1971)Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions (2005)The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics (2010)Human mobility: Models and applications (2018)On the fluid mechanics of human crowd motion (1974)Cellular automata microsimulation for modeling bi-directional pedestrian walkways (2001)A continuum theory for the flow of pedestrians (2002)Modeling crowd evacuation of a building based on seven methodological approaches (2008)Simulating dynamical features of escape panic (2000)Simulation of pedestrian dynamics using a two-dimensional cellular automaton (2001)Transitions in pedestrian fundamental diagrams of straight corridors and T-junctions (2011)Predictability of population displacement after the 2010 Haiti earthquake (2012)Emergent Fundamental Pedestrian Flows from Cellular Automata Microsimulation (1998)Pedestrian and evacuation dynamics (2002)Space Syntax And Spatial Cognition (2003)Pedestrian and Evacuation Dynamics 2008 (2009)How simple rules determine pedestrian behavior and crowd disasters (2011)Reality mining: sensing complex social systems (2005)The political blogosphere and the 2004 U.S. election (2005)Understanding individual human mobility patterns (2008)Twitter mood predicts the stock market (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)Private traits and attributes are predictable from digital records of human behavior (2013)Cellular Automata and Fractal Urban Form: A Cellular Modelling Approach to the Evolution of Urban Land-Use Patterns (1993)From Isovists to Visibility Graphs: A Methodology for the Analysis of Architectural Space (2001)The Network Analysis of Urban Streets: A Primal Approach (2006)Measuring complexity using FuzzyEn, ApEn, and SampEn (2008)Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator (2011)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Using data mining to improve assessment of credit worthiness via credit scoring models (2011)A Methodology for Direct and Indirect Discrimination Prevention in Data Mining (2012)Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks (2018)Place‐Based versus People‐Based Geographic Information Science (2007)The Size, Scale, and Shape of Cities (2008)Cities as Complex Systems: Scaling, Interaction, Networks, Dynamics and Urban Morphologies (2009)
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References

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  • 2009Computational Social Science3,359 cited
  • 2007Crowds by Example1,210 cited
  • 2007Introduction to Data Mining941 cited
  • 2001Self-Organizing Pedestrian Movement788 cited
  • 2002T HE F LOW OF H UMAN C ROWDS664 cited
  • 2008FROM CROWD DYNAMICS TO CROWD SAFETY: A VIDEO-BASED ANALYSIS363 cited
  • 2002Encoding Natural Movement as an Agent-Based System: An Investigation into Human Pedestrian Behaviour in the Built Environment361 cited
  • 2004Geosimulation325 cited
  • 2007Pedestrian Reactive Navigation for Crowd Simulation: a Predictive Approach295 cited
  • 1985A micro-simulation model for pedestrian flows253 cited
  • 1955Problems in Participant Observation247 cited
  • 2007Group Behavior from Video: A Data-Driven Approach to Crowd Simulation236 cited
  • 2008Virtual Crowds: Methods, Simulation, and Control233 cited
  • 2007Crowd Simulation232 cited

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