Travel Time Prediction in Real time for GPS Taxi Data Streams and its Applications to Travel Safety

Travel Time Prediction in Real time for GPS Taxi Data Streams and its Applications to Travel Safety

Abstract The analysis of data streams offers a great opportunity for development of new methodologies and applications in the area of Intelligent Transportation Systems. In this paper, we propose two new incremental learning approaches for the travel time prediction problem for taxi GPS data streams...

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Bibliographic Details
Main Authors: Sayan Putatunda, Arnab Kumar Laha
Format: Article
Language:English
Published: Springer Nature 2023-06-01
Series:Human-Centric Intelligent Systems
Subjects:
Incremental learning
Real-time prediction
Spherical data analysis
Stochastic dominance
Streaming data
Travel safety
Online Access:https://doi.org/10.1007/s44230-023-00028-0

Internet

https://doi.org/10.1007/s44230-023-00028-0

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