Predicting public transit arrival: A nonlinear approach

A Achar, A Natarajan, R Regikumar… - … Research Part C …, 2022 - Elsevier
Arrival/Travel times for public transit exhibit variability on account of factors like seasonality,
dwell times at bus stops, traffic signals, travel demand fluctuation etc. The developing world …

Expressway Vehicle Arrival Time Estimation Algorithm Based on Electronic Toll Collection Data

S Lai, H Xu, Y Luo, F Zou, Z Hu, H Zhong - Sustainability, 2024 - mdpi.com
Precise travel time prediction benefits travelers and traffic managers by enabling anticipation
of future roadway conditions, thus aiding in pre-trip planning and the development of traffic …

Prediction of Arrival Time of Pure Electric Bus Based on FA‐BP Algorithm

Y Lai, H Liang, L Huang - Journal of Advanced Transportation, 2023 - Wiley Online Library
To establish a suitable pure electric bus arrival time prediction model, this paper takes pure
electric bus as the research object. Based on the analysis of the influencing factors of the …

Online bus speed prediction with spatiotemporal interaction: A laplace approximation-based bayesian approach

H Cui, K Xie, B Hu, H Lin - IEEE Access, 2021 - ieeexplore.ieee.org
This study proposes a novel Bayesian hierarchical approach for online bus speed prediction
by explicitly accounting for the spatiotemporal interaction (STI) of speed observations. The …

Public Transit Arrival Prediction: a Seq2Seq RNN Approach

N Bhutani, S Pachal, A Achar - arXiv preprint arXiv:2210.01655, 2022 - arxiv.org
Arrival/Travel times for public transit exhibit variability on account of factors like seasonality,
dwell times at bus stops, traffic signals, travel demand fluctuation etc. The developing world …

Dynamic bus arrival time prediction: a temporal difference learning approach

LKP Vignesh, A Achar, G Karthik - 2020 International Joint …, 2020 - ieeexplore.ieee.org
Public transport buses suffer travel time uncertainties owing to diverse factors such as dwell
times at bus stops, signals, seasonal variations and fluctuating travel demands etc. Traffic in …

Accurate Bus Arrival Time from Linear and Non-Linear Route Parameters Using Hybrid Predictors

G RS - 2021 2nd International Conference on Smart …, 2021 - ieeexplore.ieee.org
Nowadays, public transportation plays a major role in various countries. Utilizing public
transport is one of the important factors which indicates the quality of transportation …

Multi-Headed Self-Attention Mechanism-Based Transformer Model for Predicting Bus Travel Times Across Multiple Bus Routes Using Heterogeneous Datasets

MA Zahin - 2023 - search.proquest.com
Bus transit is a crucial component of transportation networks, especially in urban areas. Bus
agencies must enhance the quality of their real-time bus travel information service to serve …

[PDF][PDF] Dynamic Bus Arrival Time Prediction: A temporal difference learning approach

V LKP, A Achar, G Karthik - academia.edu
Public transport buses suffer travel time uncertainties owing to diverse factors such as dwell
times at bus stops, signals, seasonal variations and fluctuating travel demands etc. Traffic in …

[PDF][PDF] ПРЕДИКТИВНОЕ МОДЕЛИРОВАНИЕ И РАСЧЕТ ВРЕМЕНИ ДВИЖЕНИЯ ОБЩЕСТВЕННОГО ТРАНСПОРТА

АА Финогеев, РС Майоров, МВ Деев - s.top-technologies.ru
Целью работы является моделирование и предиктивный анализ процесса движения
общественного транспорта по городским автомагистралям с учетом транспортной …