Predicting bus ridership based on the weather conditions using deep learning algorithms

This study proposes a new approach to predict bus ridership based on the weather conditions while accounting for additional factors such as large events, holidays, and bus cancellations. For this purpose, a deep learning algorithm - multilayer perceptron (MLP) networks - is implemented using smart-c...

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Bibliographic Details
Main Authors: Zakir H. Farahmand, Konstantinos Gkiotsalitis, Karst T. Geurs
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198223000805