A review of bus arrival time prediction using artificial intelligence

N Singh, K Kumar - Wiley Interdisciplinary Reviews: Data …, 2022 - Wiley Online Library
Buses are one of the important parts of public transport system. To provide accurate
information about bus arrival and departure times at bus stops is one of the main parameters …

Improving mass transit operations by using AVL-based systems: A survey

L Moreira-Matias, J Mendes-Moreira… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Intelligent transportation systems based on automated data collection frameworks are widely
used by the major transit companies around the globe. This paper describes the current …

Learning to predict bus arrival time from heterogeneous measurements via recurrent neural network

J Pang, J Huang, Y Du, H Yu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Bus arrival time prediction intends to improve the level of the services provided by
transportation agencies. Intuitively, many stochastic factors affect the predictability of the …

Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model

X Chen, Z Cheng, JG **, M Trépanier… - Transportation …, 2023 - pubsonline.informs.org
Accurate forecasting of bus travel time and its uncertainty is critical to service quality and
operation of transit systems: it can help passengers make informed decisions on departure …

Iot based school bus tracking and arrival time prediction

RC Jisha, A Jyothindranath… - … conference on advances …, 2017 - ieeexplore.ieee.org
Nowadays, parents are perturbed about school going children because of the increasing
number of cases of missing students. On occasion, students need to wait a much longer time …

Probabilistic prediction of bus headway using relevance vector machine regression

H Yu, Z Wu, D Chen, X Ma - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
Bus headway regularity heavily affects transit riders' attitude for choosing public
transportation and also serves as an important indicator for transit performance evaluation …

A Bayesian framework for supporting predictive analytics over big transportation data

MD Jackson, CK Leung, MDB Mbacke… - 2021 IEEE 45th …, 2021 - ieeexplore.ieee.org
In the current era of big data, huge volumes of valuable data can be easily generated and
collected at a rapid velocity from a wide variety of rich data sources. In recent years, the …

Data mining on open public transit data for transportation analytics during pre-COVID-19 era and COVID-19 era

CK Leung, Y Chen, S Shang, Y Wen… - Advances in Intelligent …, 2021 - Springer
As the urbanization of the world continues and the population of cities rise, the issue of how
to effectively move all these people around the city becomes much more important. In order …

An automatic real-time bus schedule redesign method based on bus arrival time prediction

X Zhang, M Yan, B **e, H Yang, H Ma - Advanced Engineering Informatics, 2021 - Elsevier
Bus travel time often fluctuates greatly due to disturbance factors such as traffic conditions
and passenger flow, which causes a reduction in the transit service as it cannot be provided …

An android application for school bus tracking and student monitoring system

RC Jisha, MP Mathews, SP Kini… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
The BUS TRACKING AND STUDENT MONITORING SYSTEM is a mobile application that
ensure security to the students. The main objective of this application is to build a vehicle …