4.4 Article

Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model

Related references

Note: Only part of the references are listed.
Proceedings Paper Transportation

Mode Choice Analysis Using Random Forrest Decision Trees

Ch. Ravi Sekhar et al.

INTERNATIONAL CONFERENCE ON TRANSPORTATION PLANNING AND IMPLEMENTATION METHODOLOGIES FOR DEVELOPING COUNTRIES (11TH TPMDC) SELECTED PROCEEDINGS (2016)

Article Engineering, Civil

Prediction of Individual Travel Mode with Evidential Neural Network Model

Hichem Omrani et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Transportation Science & Technology

Statistical methods versus neural networks in transportation research: Differences, similarities and some insights

M. G. Karlaftis et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2011)

Article Psychology, Applied

A multi-level approach to travel mode choice - How person characteristics and situation specific aspects determine car use in a student sample

Christian A. Klockner et al.

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR (2011)

Article Regional & Urban Planning

Travel and the Built Environment

Reid Ewing et al.

JOURNAL OF THE AMERICAN PLANNING ASSOCIATION (2010)

Article Public, Environmental & Occupational Health

Critical factors for active transportation to school among low-income and minority students - Evidence from the 2001 national household travel survey

Noreen C. McDonald

AMERICAN JOURNAL OF PREVENTIVE MEDICINE (2008)

Article Engineering, Civil

Air passenger preferences for choice of airport and ground access mode in the New York City metropolitan region

Surabhi Gupta et al.

TRANSPORTATION RESEARCH RECORD (2008)

Article Engineering, Civil

Urban form, travel time, and cost relationships with tour complexity and mode choice

Lawrence Frank et al.

TRANSPORTATION (2008)

Article Economics

An exploration of the relationship between mode choice and complexity of trip chaining patterns

Xin Ye et al.

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2007)

Article Computer Science, Interdisciplinary Applications

Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modelling

Hilmi Berk Celikoglu

MATHEMATICAL AND COMPUTER MODELLING (2006)

Article Regional & Urban Planning

The role of land use in travel mode choice - Evidence from Boston and Hong kong

M Zhang

JOURNAL OF THE AMERICAN PLANNING ASSOCIATION (2004)

Article Public, Environmental & Occupational Health

Walking, bicycling, and urban landscapes: Evidence from the San Francisco Bay area

R Cervero et al.

AMERICAN JOURNAL OF PUBLIC HEALTH (2003)

Article Transportation Science & Technology

Modeling discrete choice behavior using concepts from fuzzy set theory, approximate reasoning and neural networks

PC Vythoulkas et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2003)

Article Environmental Studies

Built environments and mode choice: toward a normative framework

R Cervero

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2002)

Article Environmental Studies

Travel mode choice of women - The result of limitation, ecological norm, or weak habit?

E Matthies et al.

ENVIRONMENT AND BEHAVIOR (2002)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)

Article Economics

Activity-based disaggregate travel demand model system with activity schedules

JL Bowman et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2001)

Article Economics

A simultaneous model of household activity participation and trip chain generation

TF Golob

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL (2000)