A systematic literature review on machine learning in shared mobility
J Teusch, JN Gremmel, C Koetsier… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Shared mobility has emerged as a sustainable alternative to both private transportation and
traditional public transport, promising to reduce the number of private vehicles on roads …
traditional public transport, promising to reduce the number of private vehicles on roads …
Recent trends of machine learning predictions using open data: a systematic review
Machine learning (ML) prediction determinants based on open data (OD) are investigated in
this work, which is accomplished by examining current research trends over ten years …
this work, which is accomplished by examining current research trends over ten years …
Revealing influences on carsharing users' trip distance in small urban areas
Carsharing is an essential part of the transformation towards sustainable mobility in smaller
urban areas. To expand their services and the positive social and environmental benefits …
urban areas. To expand their services and the positive social and environmental benefits …
E-scooter sharing: Leveraging open data for system design
With the shift toward a Mobility-as-a-Service paradigm, electric scooter sharing systems are
becoming a popular transportation mean in cities. Given their novelty, we lack of …
becoming a popular transportation mean in cities. Given their novelty, we lack of …
Carsharing station location and demand: Identification of associated factors through Heckman selection models
Carsharing services have been introduced as new mobility options in metropolitan areas
worldwide. In order for the new mobility option to operate successfully and attract sufficient …
worldwide. In order for the new mobility option to operate successfully and attract sufficient …
[HTML][HTML] Vehicle-to-grid for car sharing-A simulation study for 2030
The proliferation of car sharing services in recent years presents a promising avenue for
advancing sustainable transportation. Beyond merely reducing car ownership rates, these …
advancing sustainable transportation. Beyond merely reducing car ownership rates, these …
Shared travel demand forecasting and multi-phase vehicle relocation optimization for electric carsharing systems
N Wang, H Tian, G Wu, J Tang, Y Li - Transportation Letters, 2024 - Taylor & Francis
Electric shared mobility is flourishing in urban transportation. However, the problem of
uneven vehicle distribution and untimely vehicle charging hampers user trip experience and …
uneven vehicle distribution and untimely vehicle charging hampers user trip experience and …
Flow-based unit is better: exploring factors affecting mid-term OD demand of station-based one-way electric carsharing
Station-based one-way carsharing (OWC) serves as a flexible method to enjoy the benefits
of car travel, while also demonstrating the potential to mitigate environmental challenges …
of car travel, while also demonstrating the potential to mitigate environmental challenges …
Analysis and prediction of carsharing demand based on data mining methods
C Wang, J Bi, Q Sai, Z Yuan - Algorithms, 2021 - mdpi.com
With the development of the sharing economy, carsharing is a major achievement in the
current mode of transportation in sharing economies. Carsharing can effectively alleviate …
current mode of transportation in sharing economies. Carsharing can effectively alleviate …
Forecasting the carsharing service demand using uni and multivariable models
Carsharing is ana lternative to urban mobility that has been widely adopted recently. This
service presents three main business models: two of these models base their services on …
service presents three main business models: two of these models base their services on …