AI-based neural network models for bus passenger demand forecasting using smart card data

AI-based neural network models for bus passenger demand forecasting using smart card data

Accurate short-term forecasting of public transport demand is essential for the operation of on-demand public transport. Knowing where and when future demands for travel are expected allows operators to adjust timetables quickly, which helps improve service quality and reliability and attract more p...

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Bibliographic Details
Main Authors: Sohani Liyanage, Rusul Abduljabbar, Hussein Dia, Pei-Wei Tsai
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Journal of Urban Management
Subjects:
Artificial intelligence
Short-term prediction
Neural networks
Bus demand prediction
Deep learning
On-demand public transport
Online Access:http://www.sciencedirect.com/science/article/pii/S2226585622000280

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