[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 …

Prediction of rural travel demand by spatial regression and artificial neural network methods (Tabriz County)

M Aghayari Hir, M Zaheri, N Rahimzadeh - Journal of transportation …, 2023 - safetylit.org
Understanding of the current travel pattern is necessary for identifying and analyzing traffic
problems, the movement of people and for developing travel forecasting and prediction …

Travel-time prediction of bus journey with multiple bus trips

P He, G Jiang, SK Lam, D Tang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Accurate travel-time prediction of public transport is essential for reliable journey planning in
urban transportation systems. However, existing studies on bus travel-/arrival-time prediction …

Real-time in-vehicle air quality monitoring system using machine learning prediction algorithm

CC Goh, LM Kamarudin, A Zakaria, H Nishizaki… - Sensors, 2021 - mdpi.com
This paper presents the development of a real-time cloud-based in-vehicle air quality
monitoring system that enables the prediction of the current and future cabin air quality. The …

Learning heterogeneous traffic patterns for travel time prediction of bus journeys

P He, G Jiang, SK Lam, Y Sun - Information Sciences, 2020 - Elsevier
In this paper, we address the problem of travel time prediction of bus journeys which consist
of bus riding times (may involve multiple bus services) and also the waiting times at transfer …

Analyzing significant variables for choosing different modes by female travelers

S Nasrin, J Bunker - Transport Policy, 2021 - Elsevier
Bangladesh is one of the world's strongest emerging economies. This nation is working on
improving women's empowerment, with more women entering meaningful employment, and …

A bus arrival time prediction method based on position calibration and LSTM

Q Han, K Liu, L Zeng, G He, L Ye, F Li - IEEE Access, 2020 - ieeexplore.ieee.org
Bus arrival time prediction not only provides convenience for passengers, but also helps to
improve the efficiency of intelligent transportation system. Unfortunately, the low precision of …

Prediction of bus travel time over intervals between pairs of adjacent bus stops using city bus probe data

T Kawatani, T Yamaguchi, Y Sato, R Maita… - International Journal of …, 2021 - Springer
Prediction of bus travel time is a crucial tool for passengers. We present methods to predict
bus travel time over intervals between pairs of adjacent bus stops using city bus probe data …

Joint clustering and prediction approach for travel time prediction

HE Shaji, AK Tangirala, L Vanajakshi - PLoS One, 2022 - journals.plos.org
Modeling and prediction of traffic systems is a challenging task due to the complex
interactions within the system. Identification of significant regressors and using them to …

A prediction model for bus arrival time at bus stop considering signal control and surrounding traffic flow

H Zhang, S Liang, Y Han, M Ma, R Leng - IEEE Access, 2020 - ieeexplore.ieee.org
The arrival time of bus at the stop is critical data in design of bus operational strategies.
Especially for real-time control strategies (ie, signal priority system), bus arrival time is …