LAUSR

Bus arrival and departure time updates in the Greater Sydney Area

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0 Published in 2024 at "Scientific Data"

DOI: 10.1038/s41597-024-03873-1

Abstract: Public Transport Authorities generate large quantities of data as part of their daily operations, including vehicle positions, arrival times, and dynamic routing options. This information is essential feedback into the system for planning routes and… read more here.

Keywords: departure time; arrival departure; departure; bus arrival ... See more keywords

A Sequence and Network Embedding Method for Bus Arrival Time Prediction Using GPS Trajectory Data Only

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3 Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2023.3237320

Abstract: Recently, achieving high accuracy in bus arrival time prediction has become a hot research topic. Extensive research has been conducted around this topic, among which fusion of multi-source heterogeneous information is the mainstream. However, using… read more here.

Keywords: network; sequence; prediction; arrival time ... See more keywords

Bus Arrival Time Prediction Based on the Optimized Long Short‐Term Memory Neural Network Model With the Improved Whale Algorithm

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0 Published in 2024 at "Journal of Advanced Transportation"

DOI: 10.1155/2024/6997338

Abstract: Accurate prediction of bus arrival time is essential to achieve efficient bus dispatch and improve bus trip sharing rate. This article proposes using the improved whale optimization algorithm–long short‐term memory (IWOA–LSTM) model to predict bus… read more here.

Keywords: bus arrival; whale algorithm; prediction; model ... See more keywords

BAT-Transformer: Prediction of Bus Arrival Time with Transformer Encoder for Smart Public Transportation System

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0 Published in 2024 at "Applied Sciences"

DOI: 10.3390/app14209488

Abstract: In urban public transportation systems, the accuracy of bus arrival time prediction is crucial to reduce passenger waiting time, increase satisfaction, and ensure efficient transportation operations. However, traditional bus information systems (BISs) rely on neural… read more here.

Keywords: time; bus arrival; transformer encoder; prediction ... See more keywords