A static bike repositioning model in a hub-and-spoke network framework

D Huang, X Chen, Z Liu, C Lyu, S Wang… - … Research Part E …, 2020 - Elsevier
This paper addresses a static bike repositioning problem by embedding a short-term
demand forecasting process, the Random Forest (RF) model, to account for the demand …

A dual attention-based recurrent neural network for short-term bike sharing usage demand prediction

SH Lee, HC Ku - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Improved network technology and data openness have generated a large number of
trajectory-based data, and trajectory-based knowledge graphs help to provide consecutive …

Forecasting usage and bike distribution of dockless bike‐sharing using journey data

M Hua, J Chen, X Chen, Z Gan… - IET Intelligent …, 2020 - Wiley Online Library
Dockless bike‐sharing (DBS) is a novel and prevalent bike‐sharing system without stations
or docks. DBS has the advantages of convenience and real‐time positioning, whereas it …

Using city-bike stopovers to reveal spatial patterns of urban attractiveness

K Banet, V Naumov, R Kucharski - Current Issues in Tourism, 2022 - Taylor & Francis
We demonstrate how digital traces of city-bike trips may become useful to identify urban
space attractiveness. We exploit their unique feature–stopovers: short, non-traffic-related …

[HTML][HTML] Data-Driven Approach for Defining Demand Scenarios for Shared Autonomous Cargo Bike Fleets

M Kania, VD Mukku, K Kastner, T Assmann - Applied Sciences, 2023 - mdpi.com
Bike sharing systems have become a sustainable alternative to motorized private transport
in urban areas. However, users often face high costs and availability issues due to the …

Using data on bike-sharing system user stopovers in smart tourism: A case study

K Banet - Komunikácie-vedecké listy Žilinskej univerzity v Žiline, 2021 - ceeol.com
Bike-sharing systems are an important element in development of the smart cities and
datasets from these systems are one of the ways to obtain large amount of information on …

[PDF][PDF] Rides Request Demand Forecast-OLA Bike

AK Farooqui - 2023 - academia.edu
The market shares and significance of ridehailing or Transportation Network Companies
(TNCs) like Uber, Lyft, and Ola are growing in numerous transportation markets. Big data …

Bike-sharing Usage Prediction Based on PCA-GABP Network Model

G Yin, J Xue, Z Lin - 2023 Asia-Europe Conference on …, 2023 - ieeexplore.ieee.org
The emergence of bike sharing has facilitated our lives, but at the same time, there are
problems such as spatiotemporal imbalance. Considering the influence of various natural …

[PDF][PDF] Modelowanie wpływu otoczenia trasy na postoje użytkowników rowerów miejskich

K Banet - TransporT miejski i regionalny, 2021 - bibliotekanauki.pl
Pojęcie zrównoważonej mobilności jest obecnie jednym z częściej poruszanych zagadnień
w transporcie. Z pojęciem tym wiąże się m. in. rozwój ruchu pieszego i proekologicznych …