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 …
mitigation of traffic congestion. The factors affecting urban traffic conditions are complex and …
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-arrival-time prediction models: Link-based and section-based
G Chen, X Yang, J An, D Zhang - Journal of Transportation …, 2012 - ascelibrary.org
Bus-arrival-time information service is a key component of an advanced transit information
system. Instantaneous and accurate prediction of bus arrival time can help improve the …
system. Instantaneous and accurate prediction of bus arrival time can help improve the …
Multistep prediction of bus arrival time with the recurrent neural network
Accurate predictions of bus arrival times help passengers arrange their trips easily and
flexibly and improve travel efficiency. Thus, it is important to manage and schedule the …
flexibly and improve travel efficiency. Thus, it is important to manage and schedule the …
Bus arrival time prediction at bus stop with multiple routes
B Yu, WHK Lam, ML Tam - Transportation Research Part C: Emerging …, 2011 - Elsevier
Provision of accurate bus arrival information is vital to passengers for reducing their
anxieties and waiting times at bus stop. This paper proposes models to predict bus arrival …
anxieties and waiting times at bus stop. This paper proposes models to predict bus arrival …
Learning to predict bus arrival time from heterogeneous measurements via recurrent neural network
J Pang, J Huang, Y Du, H Yu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Bus arrival time prediction intends to improve the level of the services provided by
transportation agencies. Intuitively, many stochastic factors affect the predictability of the …
transportation agencies. Intuitively, many stochastic factors affect the predictability of the …
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 …
improve the efficiency of intelligent transportation system. Unfortunately, the low precision of …
Bus arrival time prediction using mixed multi-route arrival time data at previous stop
X Hua, W Wang, Y Wang, M Ren - Transport, 2018 - jau.vgtu.lt
The primary objective of this paper is to develop models to predict bus arrival time at a target
stop using actual multi-route bus arrival time data from previous stop as inputs. In order to …
stop using actual multi-route bus arrival time data from previous stop as inputs. In order to …
Historical data based real time prediction of vehicle arrival time
In recent times, most of the industries provide transportation facility for their employees from
scheduled pick-up and drop points. In order to reduce longer waiting time, it is important to …
scheduled pick-up and drop points. In order to reduce longer waiting time, it is important to …