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 …

[PDF][PDF] A review of travel and arrival-time prediction methods on road networks: classification, challenges and opportunities

A Abdi, C Amrit - PeerJ Computer Science, 2021 - peerj.com
Transportation plays a key role in today's economy. Hence, intelligent transportation systems
have attracted a great deal of attention among research communities. There are a few …

Bus arrival time prediction based on LSTM and spatial-temporal feature vector

H Liu, H Xu, Y Yan, Z Cai, T Sun, W Li - IEEE Access, 2020 - ieeexplore.ieee.org
Bus arrival prediction has important implications for public travel, urban dispatch, and
mitigation of traffic congestion. The factors affecting urban traffic conditions are complex and …

Travel time prediction of urban public transportation based on detection of single routes

X Zhang, L Lauber, H Liu, J Shi, M Xie, Y Pan - Plos one, 2022 - journals.plos.org
Improving travel time prediction for public transit effectively enhances service reliability,
optimizes travel structure, and alleviates traffic problems. Its greater time-variance and …

[HTML][HTML] Enhancing vessel arrival time prediction: A fusion-based deep learning approach

A Abdi, C Amrit - Expert Systems with Applications, 2024 - Elsevier
The logistic community of shippers has struggled to predict the precise arrival time of the
seagoing vessels with reliable certainty. While deep-learning approaches are promising, the …

Electric bus arrival and charging station placement assessment using machine learning techniques

H Reda, SK Mohapatra, TK Das… - International Journal of …, 2024 - Taylor & Francis
The goal of this study is to create a dynamic model that can accurately forecast the estimated
time of arrival of a bus at a specific bus stop using data obtained from the global positioning …

基于深度学习的公交行驶轨迹预测研究综述.

杨晨曦, 庄旭菲, 陈俊楠, 李衡 - Journal of Computer …, 2024 - search.ebscohost.com
公交行驶轨迹预测是对公交车到达线路上的重要轨迹点, 如站点和道路交叉口等,
进行到达时间预测. 准确预测公交车到达站点和道路交叉口的时间, 可以提高城市公交系统的 …

Forecasting method of change trend of single-line bus operation state based on multi-source data

X Zhou, G Wei, Y Zhang, Q Wang, H Guo - Physica A: Statistical Mechanics …, 2023 - Elsevier
This paper proposes a spatio-temporal processing and parsing method for multi-source
heterogeneous data and clarifies the definition and characteristics of bus operation states. It …

An open-source framework to implement kalman filter bus arrival predictions

SÓ Crudden, S Berrebi - Networks and Spatial Economics, 2023 - Springer
The accuracy of vehicle arrival predictions affects every aspect of transit performance
including ridership, reliability, and operating costs. Kalman Filter algorithms have been …

Efficient bus arrival time prediction based on spark streaming platform

J Liu, G Xiao - 2019 IEEE 23rd International Conference on …, 2019 - ieeexplore.ieee.org
In smart city development, the prediction of bus arrival time is a popular research issue,
which often uses GPS data and other related bus data to conduct collaborative data …