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An artificial neural network-based model for predicting paratransit travel time
The nature of paratransit services makes for increased uncertainty in trip time, leading to
reported unreliability and dissatisfaction by the users. While providing travel information has …
reported unreliability and dissatisfaction by the users. While providing travel information has …
What Affects Bus Passengers' Travel Time? A View from the Built Environment and Weather Condition
X Li, L Shi, H Li, Q Liu, J Chen - Journal of Advanced …, 2023 - Wiley Online Library
The study aims to examine the impact of the built environment and weather conditions on
travel time for bus passengers in Weinan, China. Various sources of data, including smart …
travel time for bus passengers in Weinan, China. Various sources of data, including smart …
Vehicle scheduling
JR Daduna, L **e - Encyclopedia of Optimization, 2024 - Springer
For more than five decades, the use of operations research (OR) methods for vehicle
scheduling has been an essential part of operational planning in public transport companies …
scheduling has been an essential part of operational planning in public transport companies …
[HTML][HTML] A model architecture for public transport networks using a combination of a recurrent neural network encoder library and a attention mechanism
This study presents a working concept of a model architecture allowing to leverage the state
of an entire transport network to make estimated arrival time (ETA) and next-step location …
of an entire transport network to make estimated arrival time (ETA) and next-step location …
DA-RNN-Based Bus Arrival Time Prediction Model
Z Li - … Journal of Intelligent Transportation Systems Research, 2024 - Springer
Accurate prediction of bus arrival time is crucial for constructing smart cities and intelligent
transportation systems. Objectivity and clarity must be maintained throughout to ensure …
transportation systems. Objectivity and clarity must be maintained throughout to ensure …
Bus journey time prediction: a comparison of whole route and segment journey time predictions using machine learning
Accurately predicted bus journey times are essential for bus network reliability and making
bus transport attractive. The most common approach when predicting bus journey times with …
bus transport attractive. The most common approach when predicting bus journey times with …