Developing a supervised learning-based simulation method as a decision support tool for rebalancing problems in bike-sharing systems

A Maleki, E Nejati, A Aghsami, F Jolai - Expert Systems with Applications, 2023 - Elsevier
Abstract Bike-Sharing Systems (BSSs) have exploded in popularity worldwide because of
their beneficial impacts on traffic, pollution levels, and public health, which has resulted in …

FF-STGCN: A usage pattern similarity based dual-network for bike-sharing demand prediction

D Yang, R Wu, P Wang, Y Li - Plos one, 2024 - journals.plos.org
Accurate bike-sharing demand prediction is crucial for bike allocation rebalancing and
station planning. In bike-sharing systems, the bike borrowing and returning behavior exhibit …

[HTML][HTML] Active commuting and the health of workers

L Echeverría, JI Gimenez-Nadal, JA Molina - Journal of Transport & Health, 2023 - Elsevier
Introduction Research has shown that commuting is related to the health of workers, and that
mode choice may have a range of effects on this relationship. We analyze the relationship …

A demand-centric repositioning strategy for bike-sharing systems

YC Lin - Sensors, 2022 - mdpi.com
Transport-sharing systems are eco-friendly and the most promising services in smart urban
environments, where the booming Internet of things (IoT) technologies play an important role …

Practical method to improve usage efficiency of bike‐sharing systems

CH Lee, JW Lee, YJ Jung - ETRI Journal, 2022 - Wiley Online Library
Bicycle‐or bike‐sharing systems (BSSs) have received increasing attention as a secondary
transportation mode due to their advantages, for example, accessibility, prevention of air …

[PDF][PDF] Demand Modeling and Optimization Algorithms for Rebalancing Operations in Bike-Sharing Systems

K Boonjubut - SHIBAURA INSTITUTE OF TECHNOLOGY, 2022 - core.ac.uk
The number of bike-sharing services has rapidly increased in many cities worldwide. Bike-
sharing schemes have become a popular and environmentally friendly transportation mode …

A Modular Approach to Compare Optimization Methods for Bike Sharing Systems

TBP Hild - 2023 - theses.hal.science
Bike Sharing Systems (BSSs) are nowadays installed in many cities. In such a system, a
user can take any available bike and return it to wherever there is an available parking spot …

Enhancing Rental Bike Count and Availability Prediction Using Regression Modelling

D Kumar, D Chatterjee, B Upadhyaya… - … on Intelligent Systems …, 2022 - Springer
Sharing Bike has become a new concept now a days where one doesn't have to buy a bike
to enjoy their daily ride. Currently it has been introduced in many countries for the betterment …

Probabilistic Petri Nets Model for Assessing Temporal Variations of the Number of Bikes in Bike-Sharing Stations

H Florian, C Avram, M Pop, A Mocanu… - … , Quality and Testing …, 2022 - ieeexplore.ieee.org
Bike sharing systems belong to a type of mobility solutions that are increasingly of relevance
when facing the issues of crowded traffic, pollution and sedentary lifestyle. Demand …

Predicting Bicycle Arrivals in a Bicycle Sharing System Network: A Data Science Driven Approach Grounded in Zero-Inflated Regression

WM Leles - 2022 - search.proquest.com
A adoção de sistemas de bicicletas partilhadas (BSS) vem crescendo com o objetivo de
melhorar a forma como as pessoas se deslocam pelas cidades, mas também para estimular …