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Travel demand generation using Bayesian Networks: an application to Switzerland
16 references·1 citing·29 second hop
Travel demand generation using Bayesian Networks: an application to Switzerland (2023)Travel demand generation using Bayesian N…Synthetic population and travel demand for Paris and Île-de-France based on open and publicly available data (2021)Synthetic population and trav…Synthesising digital twin travellers: Individual travel demand from aggregated mobile phone data (2021)Synthesising digital twin tra…Introducing the eqasim pipeline: From raw data to agent-based transport simulation (2021)Introducing the eqasim pipeli…Activity-based travel demand generation using Bayesian networks (2020)Activity-based travel demand …Hidden Markov Model-based population synthesis (2016)Hidden Markov Model-based pop…A Bayesian network approach for population synthesis (2015)A Bayesian network approach f…Simulation based population synthesis (2013)Simulation based population s…Activity-based models of travel demand: promises, progress and prospects (2013)Activity-based models of trav…A dynamic model of time-budget and activity generation: Development and empirical derivation (2010)A dynamic model of time-budge…Prototype Model of Household Activity-Travel Scheduling (2003)Prototype Model of Household …A learning-based transportation oriented simulation system (2003)A learning-based transportati…THE FOUR-STEP MODEL. IN: HANDBOOK OF TRANSPORT MODELLING (2000)THE FOUR-STEP MODEL. IN: HAND…ALBATROSS : a learning based transportation oriented simulation system (2000)ALBATROSS : a learning based …Creating synthetic baseline populations (1996)Creating synthetic baseline p…Understanding travel behaviour (1984)Understanding travel behaviourActivity Systems and Urban Structure: A Working Schema (1968)Activity Systems and Urban St…Data-Driven Framework for Generating Travelers with Demographic-Activity-Travel Information (2024)Data-Driven Framework for Gen…Human Problem Solving (1972)A multiple discrete–continuous extreme value model: formulation and application to discretionary time-use decisions (2004)An evaluation of activity-based travel analysis (1988)Activity‐based approaches to travel analysis: conceptual frameworks, models, and research problems (1992)TRANSIMS: Transportation analysis and simulation system (1995)Microsimulating urban systems (2003)Neighborhood Income Composition by Household Race and Income, 1990–2009 (2015)Architecture of Cognition (1983)Annals of the Association of American Geographers (1921)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework (1998)Discovering urban activity patterns in cell phone data (2015)Land use–transport interaction modeling: A review of the literature and future research directions (2015)Examining the relationship between built environment and metro ridership at station-to-station level (2020)A NEW MEASURE OF RANK CORRELATION (1938)Discrete Choice Methods with Simulation (2001)UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning (2002)How to generate micro-agents? A deep generative modeling approach to population synthesis (2019)ILUTE: An Operational Prototype of a Comprehensive Microsimulation Model of Urban Systems (2005)Sequence Alignment as a Method for Human Activity Analysis in Space and Time (2007)Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis (2022)A deep generative model for feasible and diverse population synthesis (2023)A synthetic population for agent-based modelling in Canada (2023)How fixed is fixed? Gendered rigidity of space–time constraints and geographies of everyday activities (2008)Subjective well-being related to satisfaction with daily travel (2010)MIGRATION AS A SPATIAL AND TEMPORAL PROCESS (1971)From motivation to actual travel (1992)Activity Spaces and Sociospatial Segregation in Beijing (2012)Generating complete all-day activity plans with genetic algorithms (2005)
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References

  • 2003A learning-based transportation oriented simulation system583 cited
  • 1996Creating synthetic baseline populations491 cited
  • 2000ALBATROSS : a learning based transportation oriented simulation system389 cited
  • 2003Prototype Model of Household Activity-Travel Scheduling383 cited
  • 1984Understanding travel behaviour323 cited
  • 2013Activity-based models of travel demand: promises, progress and prospects320 cited
  • 2013Simulation based population synthesis191 cited
  • 2015A Bayesian network approach for population synthesis188 cited
  • 2021Synthetic population and travel demand for Paris and Île-de-France based on open and publicly available data168 cited
  • 1968Activity Systems and Urban Structure: A Working Schema98 cited
  • 2016Hidden Markov Model-based population synthesis89 cited
  • 2021Synthesising digital twin travellers: Individual travel demand from aggregated mobile phone data56 cited
  • 2021Introducing the eqasim pipeline: From raw data to agent-based transport simulation51 cited
  • 2020Activity-based travel demand generation using Bayesian networks49 cited
  • 2000THE FOUR-STEP MODEL. IN: HANDBOOK OF TRANSPORT MODELLING31 cited

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  • 2010A dynamic model of time-budget and activity generation: Development and empirical derivation22 cited
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    • 2024Data-Driven Framework for Generating Travelers with Demographic-Activity-Travel Information3 cited