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Cluster-Based Logistic Regression Model for Holiday Travel Mode Choice
13 references·11 citing·37 second hop
Cluster-Based Logistic Regression Model for Holiday Travel Mode Choice (2016)Cluster-Based Logistic Regression Model f…Tour-based mode choice of joint household travel patterns on weekend and weekday (2013)Tour-based mode choice of joi…Prediction of Individual Travel Mode with Evidential Neural Network Model (2013)Prediction of Individual Trav…Travel Mode Choice Modeling with Support Vector Machines (2008)Travel Mode Choice Modeling w…Multilayer feedforward networks for transportation mode choice analysis: An analysis and a comparison with random utility models (2005)Multilayer feedforward networ…A tour-based model of travel mode choice (2005)A tour-based model of travel …Building and testing theories of decision making by travellers (2004)Building and testing theories…Work Travel Mode Choice Modeling with Data Mining: Decision Trees and Neural Networks (2003)Work Travel Mode Choice Model…Nested Logit Models and Artificial Neural Networks for Predicting Household Automobile Choices: Comparison of Performance (2002)Nested Logit Models and Artif…A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice (2000)A comparison of the predictiv…Discrete choice analysis: Theory and application to travel demand (1988)Discrete choice analysis: The…Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete Choice Analysis: The…A Structured Logit Model of Auto Ownership and Mode Choice (1980)A Structured Logit Model of A…Conditional logit analysis of qualitative choice behavior (1972)Conditional logit analysis of…Investigating the factors influencing intercity travel mode choice in urban agglomerations: Insights from a three-phase framework (2025)Investigating the factors inf…Urban Mobility Mode Shift to Active Transport: Sociodemographic Dependency and Potential Greenhouse Gas Emission Reduction (2024)Urban Mobility Mode Shift to …Research on Passengers’ Preferences and Impact of High-Speed Rail on Air Transport Demand (2023)Research on Passengers’ Prefe…Logistic Regression Model for Entrepreneurial Capability Factors in Tourism Development of the Rural Areas with Bayesian Inference Approach (2021)Logistic Regression Model for…Do environmental taxes reduce air pollution? Evidence from fossil-fuel power plants in China (2021)Do environmental taxes reduce…Analysing the choice and pattern of needs of transportation mode for domestic tourists in Bali (2021)Analysing the choice and patt…Holiday travel behavior analysis and empirical study with Integrated Travel Reservation Information usage (2020)Holiday travel behavior analy…Factors Affecting Mode Choice in Accessing Railway Station Study in Nakhon Ratchasima (2020)Factors Affecting Mode Choice…Can Road Toll Convince Car Travelers to Adjust Their Departure Times? Accounting for the Effect of Choice Behavior under Long and Short Holidays (2020)Can Road Toll Convince Car Tr…Using panel data for modelling duration dynamics of outdoor leisure activities (2018)Using panel data for modellin…All‐stop, skip‐stop, or transfer service: an empirical study on preferences of bus passengers (2018)All‐stop, skip‐stop, or trans…MODELING THE CHOICE OF RESIDENTIAL LOCATION (1978)A Dynamic Empirical Analysis of Household Vehicle Ownership and Utilization (1985)A Discrete Choice Model for Ordered Alternatives (1987)Modeling the choice continuum: an integrated model of residential location, auto ownership, bicycle ownership, and commute tour mode choice decisions (2011)ALBATROSS : a learning based transportation oriented simulation system (2000)Activity-based disaggregate travel demand model system with activity schedules (2001)Discrete Choice Methods with Simulation (2001)Intra-household interactions in transport research: a review (2015)Travel Mode Use, Travel Mode Shift and Subjective Well-Being: Overview of Theories, Empirical Findings and Policy Implications (2015)A systematic comparative evaluation of machine learning classifiers and discrete choice models for travel mode choice in the presence of response heterogeneity (2022)Discrete Choice Methods with Simulation (2003)Is your dataset big enough? Sample size requirements when using artificial neural networks for discrete choice analysis (2018)Enhancing discrete choice models with representation learning (2020)Choice modelling in the age of machine learning - Discussion paper (2021)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)The impact of the perception of risk on international travellers (2007)Risk, uncertainty and the theory of planned behavior: A tourism example (2009)Consumer behaviour in tourism: Concepts, influences and opportunities (2013)The relations among environmental disclosure, environmental performance, and economic performance: a simultaneous equations approach (2003)Politically Connected Firms (2006)Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis (2007)Can environmental tax promote renewable energy consumption? — An empirical study from the typical countries along the Belt and Road (2022)A step towards carbon neutrality in E7: The role of environmental taxes, structural change, and green energy (2023)Influence of government attention on environmental quality: An analysis of 30 provinces in China (2023)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Macroeconomics and Reality (1980)How the built environment affects physical activity (2002)UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning (2002)Examining the Impacts of Residential Self‐Selection on Travel Behaviour: A Focus on Empirical Findings (2009)Comparison of Four Types of Artificial Neural Network and a Multinomial Logit Model for Travel Mode Choice Modeling (2018)Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model (2018)A systematic review of machine learning classification methodologies for modelling passenger mode choice (2020)A systematic review of machine learning in logistics and supply chain management: current trends and future directions (2021)Experience-weighted Attraction Learning in Normal Form Games (1999)Statistical Methods for the Analysis of Discrete Choice Experiments: A Report of the ISPOR Conjoint Analysis Good Research Practices Task Force (2016)
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References

  • 1972Conditional logit analysis of qualitative choice behavior14,281 cited
  • 1987Discrete Choice Analysis: Theory and Application to Travel Demand.5,542 cited
  • 1988Discrete choice analysis: Theory and application to travel demand3,257 cited
  • 2004Building and testing theories of decision making by travellers874 cited
  • 1980A Structured Logit Model of Auto Ownership and Mode Choice231 cited
  • 2003Work Travel Mode Choice Modeling with Data Mining: Decision Trees and Neural Networks211 cited
  • 2000A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice182 cited
  • 2005A tour-based model of travel mode choice177 cited
  • 2005Multilayer feedforward networks for transportation mode choice analysis: An analysis and a comparison with random utility models135 cited
  • 2008Travel Mode Choice Modeling with Support Vector Machines127 cited
  • 2013Tour-based mode choice of joint household travel patterns on weekend and weekday85 cited
  • 2002Nested Logit Models and Artificial Neural Networks for Predicting Household Automobile Choices: Comparison of Performance73 cited
  • 2013Prediction of Individual Travel Mode with Evidential Neural Network Model50 cited

Cited by

  • 2021Do environmental taxes reduce air pollution? Evidence from fossil-fuel power plants in China

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211 cited
  • 2020Holiday travel behavior analysis and empirical study with Integrated Travel Reservation Information usage36 cited
  • 2023Research on Passengers’ Preferences and Impact of High-Speed Rail on Air Transport Demand24 cited
  • 2025Investigating the factors influencing intercity travel mode choice in urban agglomerations: Insights from a three-phase framework20 cited
  • 2024Urban Mobility Mode Shift to Active Transport: Sociodemographic Dependency and Potential Greenhouse Gas Emission Reduction19 cited
  • 2018Using panel data for modelling duration dynamics of outdoor leisure activities13 cited
  • 2018All‐stop, skip‐stop, or transfer service: an empirical study on preferences of bus passengers12 cited
  • 2020Factors Affecting Mode Choice in Accessing Railway Station Study in Nakhon Ratchasima12 cited
  • 2021Logistic Regression Model for Entrepreneurial Capability Factors in Tourism Development of the Rural Areas with Bayesian Inference Approach7 cited
  • 2020Can Road Toll Convince Car Travelers to Adjust Their Departure Times? Accounting for the Effect of Choice Behavior under Long and Short Holidays5 cited
  • 2021Analysing the choice and pattern of needs of transportation mode for domestic tourists in Bali5 cited