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Detecting Pattern Changes in Individual Travel Behavior Based on a Bayesian Method
16 references·0 citing·48 second hop
Detecting Pattern Changes in Individual Travel Behavior Based on a Bayesian Method (2024)Detecting Pattern Changes in Individual T…Inferring temporal motifs for travel pattern analysis using large scale smart card data (2020)Inferring temporal motifs for…Changing travel patterns in China during the early stages of the COVID-19 pandemic (2020)Changing travel patterns in C…Individual mobility prediction using transit smart card data (2018)Individual mobility predictio…Travel pattern transitions: Applying latent transition analysis within the mobility biographies framework (2017)Travel pattern transitions: A…Measuring Regularity of Individual Travel Patterns (2017)Measuring Regularity of Indiv…A survey of methods for time series change point detection (2016)A survey of methods for time …Breaking the habit: Measuring and predicting departures from routine in individual human mobility (2013)Breaking the habit: Measuring…Social Networks, Social Interactions, and Activity-Travel Behavior: A Framework for Microsimulation (2007)Social Networks, Social Inter…Change detection in autoregressive time series (2007)Change detection in autoregre…Bayesian Online Changepoint Detection (2007)Bayesian Online Changepoint D…Periodic properties of user mobility and access-point popularity (2006)Periodic properties of user m…Is a Residential Relocation a Good Opportunity to Change People’s Travel Behavior? Results From a Theory-Driven Intervention Study (2006)Is a Residential Relocation a…Longitudinal analysis of activity and travel pattern dynamics using generalized mixed Markov latent class models (1999)Longitudinal analysis of acti…Activity, Travel, and the Allocation of Time (1995)Activity, Travel, and the All…Adaptive sequential segmentation of piecewise stationary time series (1983)Adaptive sequential segmentat…REGULARITIES IN TRAVEL TIME AND MONEY EXPENDITURES (1980)REGULARITIES IN TRAVEL TIME A…CONTINUOUS INSPECTION SCHEMES (1954)A Test for a Change in a Parameter Occurring at an Unknown Point (1955)Procedures for Reacting to a Change in Distribution (1971)Gaussian Process Change Point Models (2010)Change-point detection in time-series data by relative density-ratio estimation (2013)Detection of suicide-related posts in Twitter data streams (2018)The theory of planned behavior (1991)Lisrel 8: Structural Equation Modeling With the Simplis Command Language (1993)Reflections on Past Behavior: A Self‐Report Index of Habit Strength 1 (2003)Modelling motivation and habit in stable travel mode contexts (2008)A Systematic Review of Theory-Driven Evaluation Practice From 1990 to 2009 (2010)Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling (2017)Collecting Social Network Data to Study Social Activity-Travel Behavior: An Egocentric Approach (2007)Social Influence on Travel Behavior: A Simulation Example of the Decision to Telecommute (2007)A need-based model of multi-day, multi-person activity generation (2008)Agent-based simulation of travel demand: Structure and computational performance of MATSim-T (2008)Social Networks, Mobility Biographies, and Travel: Survey Challenges (2008)Impacts of the built environment and travel behaviour on attitudes: Theories underpinning the reverse causality hypothesis (2019)A BEHAVIORAL MODEL OF RATIONAL CHOICE (1955)The Competitive Advantage of Nations (1990)The Competitive Advantage of Nations (1991)Daily mobility and the use of time for different activities. The case of Sweden (1999)Gender, the Home-Work Link, and Space-Time Patterns of Nonemployment Activities (1999)Boundaries and Role Conflict When Work and Family are Colocated: A Communication Network and Symbolic Interaction Approach (2004)Activity-based disaggregate travel demand model system with activity schedules (2001)Reality mining: sensing complex social systems (2005)Limits of Predictability in Human Mobility (2010)Analysis and Prediction of Regional Mobility Patterns of Bus Travellers Using Smart Card Data and Points of Interest Data (2018)Exploring Individual Travel Patterns Across Private Car Trajectory Data (2019)A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction (2020)Understanding individual human mobility patterns (2008)Speech and language processing (2010)Emerging Big Data Sources for Public Transport Planning: A Systematic Review on Current State of Art and Future Research Directions (2019)Discovering latent activity patterns from transit smart card data: A spatiotemporal topic model (2020)Improved Response to Disasters and Outbreaks by Tracking Population Movements with Mobile Phone Network Data: A Post-Earthquake Geospatial Study in Haiti (2011)Predictability of population displacement after the 2010 Haiti earthquake (2012)Role of latent factors and public policies in travel decisions under COVID-19 pandemic: Findings of a hybrid choice model (2021)Investigating the effectiveness of COVID-19 pandemic countermeasures on the use of public transport: A case study of The Netherlands (2022)Resilience and recovery of public transport use during COVID-19 (2022)Time series segmentation: A sliding window approach (1995)Off-line statistical analysis of change-point models using non parametric and likelihood methods (2005)Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation (2021)A simultaneous model of household activity participation and trip chain generation (2000)Another Look at Travel Patterns and Urban Form: The US and Great Britain (2003)If telecommunication is such a good substitute for travel, why does congestion continue to get worse? (2009)Selective review of offline change point detection methods (2019)Sequential (Quickest) Change Detection: Classical Results and New Directions (2021)Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle (2021)
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References

  • 2016A survey of methods for time series change point detection1,245 cited
  • 2007Bayesian Online Changepoint Detection601 cited
  • 2006Is a Residential Relocation a Good Opportunity to Change People’s Travel Behavior? Results From a Theory-Driven Intervention Study394 cited
  • 1980REGULARITIES IN TRAVEL TIME AND MONEY EXPENDITURES223 cited
  • 1983Adaptive sequential segmentation of piecewise stationary time series195 cited
  • 2007Social Networks, Social Interactions, and Activity-Travel Behavior: A Framework for Microsimulation185 cited
  • 1995Activity, Travel, and the Allocation of Time175 cited
  • 2020Changing travel patterns in China during the early stages of the COVID-19 pandemic148 cited
  • 2018Individual mobility prediction using transit smart card data140 cited
  • 2017Measuring Regularity of Individual Travel Patterns122 cited
  • 2007Change detection in autoregressive time series112 cited
  • 2006Periodic properties of user mobility and access-point popularity84 cited
  • 1999Longitudinal analysis of activity and travel pattern dynamics using generalized mixed Markov latent class models80 cited
  • 2013Breaking the habit: Measuring and predicting departures from routine in individual human mobility73 cited
  • 2017

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Travel pattern transitions: Applying latent transition analysis within the mobility biographies framework
73 cited
  • 2020Inferring temporal motifs for travel pattern analysis using large scale smart card data69 cited
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