Bus travel time prediction with real-time traffic information
An important aspect of Intelligent Public Transportation Systems (IPTS) is providing accurate
travel time information. Knowing arrival times of public vehicles in advance can reduce …
travel time information. Knowing arrival times of public vehicles in advance can reduce …
Dynamic bus travel time prediction models on road with multiple bus routes
Accurate and real‐time travel time information for buses can help passengers better plan
their trips and minimize waiting times. A dynamic travel time prediction model for buses …
their trips and minimize waiting times. A dynamic travel time prediction model for buses …
Bus travel time prediction using a time-space discretization approach
The accuracy of travel time information given to passengers plays a key role in the success
of any Advanced Public Transportation Systems (APTS) application. In order to improve the …
of any Advanced Public Transportation Systems (APTS) application. In order to improve the …
Bus arrival time prediction: A spatial Kalman filter approach
A Achar, D Bharathi, BA Kumar… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Public transport buses have uncertainties associated with its arrival/travel times, due to
several factors such as signals, dwell times at bus stops, seasonal variations, fluctuating …
several factors such as signals, dwell times at bus stops, seasonal variations, fluctuating …
Predicting the probability distribution of bus travel time to measure the reliability of public transport services
An important aspect of the quality of a public transport service is its reliability, which is
defined as the invariability of the service attributes. In order to measure reliability during the …
defined as the invariability of the service attributes. In order to measure reliability during the …
[HTML][HTML] Bus dynamic travel time prediction: using a deep feature extraction framework based on RNN and DNN
Travel time data is an important factor for evaluating the performance of a public transport
system. In terms of time and space within the nature of uncertainty, bus travel time is …
system. In terms of time and space within the nature of uncertainty, bus travel time is …
Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model
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 …
operation of transit systems: it can help passengers make informed decisions on departure …
Deep learning framework for predicting bus delays on multiple routes using heterogenous datasets
M Shoman, A Aboah, Y Adu-Gyamfi - Journal of Big Data Analytics in …, 2020 - Springer
Accurate prediction of bus delays improves transit service delivery and can potentially
increase passenger use and satisfaction. To date, models developed for predicting bus …
increase passenger use and satisfaction. To date, models developed for predicting bus …
Bus travel time prediction under high variability conditions
Bus travel times are prone to high variability, especially in countries that lack lane discipline
and have heterogeneous vehicle profiles. This leads to negative impacts such as bus …
and have heterogeneous vehicle profiles. This leads to negative impacts such as bus …
A hybrid model based method for bus travel time estimation
BA Kumar, L Vanajakshi… - Journal of Intelligent …, 2018 - Taylor & Francis
Providing accurate information about bus arrival time to passengers can make the public
transport system more attractive. Such information helps the passengers by reducing the …
transport system more attractive. Such information helps the passengers by reducing the …