DMP: Predicting Bike Rental Demand for Smarter Urban Mobility

This project focuses on predicting bike rental demand in Seoul using machine learning techniques. It includes an XGBoost-based model trained on publicly available Seoul bike rental data. The repository contains the trained model, the code for training and evaluation, prediction results in CSV format, and a visualization comparing the ground truth and predicted values

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-28
DOI
https://doi.org/10.5281/zenodo.15298277
Primary Topic
Odor and Emission Control Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

DMP: Predicting Bike Rental Demand for Smarter Urban Mobility

Zenodo (CERN European Organization for Nuclear Research)
Odor and Emission Control Technologies
article

DMP: Predicting Bike Rental Demand for Smarter Urban Mobility

article en

Abstract

This project focuses on predicting bike rental demand in Seoul using machine learning techniques. It includes an XGBoost-based model trained on publicly available Seoul bike rental data. The repository contains the trained model, the code for training and evaluation, prediction results in CSV format, and a visualization comparing the ground truth and predicted values

Zenodo (CERN European Organization for Nuclear Research)
TU Wien (AT)
Sustainable cities and communities
Openalex Percentile: Top 63%
Odor and Emission Control Technologies
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DMP: Predicting Bike Rental Demand for Smarter Urban Mobility · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS