Evaluation of urban bus service reliability on variable time horizons using a hybrid deep learning method
Unreliable transit services can negatively impact transit ridership and discourage
passengers from regularly choosing public transport. As the most important content of bus …
passengers from regularly choosing public transport. As the most important content of bus …
TripChain2RecDeepSurv: A novel framework to predict transit users' lifecycle behavior status transitions for user management
Transit users' lifecycle behavior pattern transition reflects the continuous and multi-phase
changes in how frequently and regularly users utilize public transit over their lifetime …
changes in how frequently and regularly users utilize public transit over their lifetime …
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 …
Comparing bus holding methods with and without real-time predictions
On high-frequency routes, transit agencies hold buses at control points and seek to dispatch
them with even headways to avoid bus bunching. This paper compares holding methods …
them with even headways to avoid bus bunching. This paper compares holding methods …
[HTML][HTML] Quantifying variable contributions to bus operation delays considering causal relationships
Bus services often face operational delays due to dynamic conditions such as traffic
congestion, which can propagate through bus routes, affecting overall system performance …
congestion, which can propagate through bus routes, affecting overall system performance …
Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression
To maintain the stability and punctuality of bus systems, an accurate forecast of arrival time
is essential to devise control strategies to prevent bus bunching especially under congested …
is essential to devise control strategies to prevent bus bunching especially under congested …
Real-time bus arrival delays analysis using seemingly unrelated regression model
To effectively manage and control public transport operations, understanding the various
factors that impact bus arrival delays is crucial. However, limited research has focused on a …
factors that impact bus arrival delays is crucial. However, limited research has focused on a …
[HTML][HTML] Development and evaluation of frameworks for real-time bus passenger occupancy prediction
One critical aspect of bus service quality that influences riders' attitudes is the availability of
seating and/or space to board vehicles. Unfortunately, little attention has been given to short …
seating and/or space to board vehicles. Unfortunately, little attention has been given to short …
[HTML][HTML] A review of research on public transport priority based on CiteSpace
G Cheng, X Liu, Y Pei - Journal of traffic and transportation engineering …, 2023 - Elsevier
The prioritization of public transit as an essential means of promoting sustainable urban
development has a significant role in improving the quality of public transportation services …
development has a significant role in improving the quality of public transportation services …
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 …