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- research-articleJanuary 2023
A holistic approach for modeling and predicting bike demand
AbstractBike-sharing systems have enjoyed tremendous success in many major cities around the world today as a new means of urban public transportation offering a green and facile solution for daily commuters and tourists. One common problem ...
Highlights- Handling unexpected bike demand during large city situations.
- Modeling bike ...
- research-articleDecember 2022
A visual tool for the analysis of usage trends of small and medium bicycle sharing systems
Computers and Graphics (CGRS), Volume 109, Issue CPages 30–41https://doi.org/10.1016/j.cag.2022.09.009AbstractThe last two decades have exhibited a profound transformation of traditional urban mobility patterns partly due to the exponential growth in both number and popularity of public bicycle sharing systems (BSS). Analysis and visualization ...
Graphical abstractDisplay Omitted
Highlights- Web-based exploratory tool to analyze usage trends of bike sharing systems.
- ...
- research-articleJuly 2022
Data adaptive functional outlier detection: Analysis of the Paris bike sharing system data
Information Sciences: an International Journal (ISCI), Volume 602, Issue CPages 13–42https://doi.org/10.1016/j.ins.2022.04.029AbstractBike sharing systems (BSSs) have become an increasingly popular means of sustainable transportation, and have been implemented in many cities worldwide. Our approach contributes to the identification of abnormal patterns by applying ...
- ArticleOctober 2020
Improving Sustainable Mobility with a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation
Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS CollectionPages 158–170https://doi.org/10.1007/978-3-030-49778-1_13AbstractBike-sharing systems (BSS) have been implemented in numerous cities around the world to reduce the traffic generated by motorized vehicles, due to the benefits they bring to the city, such as reducing congestion or decreasing pollution generation. ...
- research-articleJuly 2014
Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 5, Issue 3Article No.: 39, Pages 1–21https://doi.org/10.1145/2560188Today, more and more bicycle sharing systems (BSSs) are being introduced in big cities. These transportation systems generate sizable transportation data, the mining of which can reveal the underlying urban phenomenon linked to city dynamics. This ...