Scalable Traffic Prediction via Data Reduction with Coreset Selection
Published in 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), 2025
This paper was presented at the 28th IEEE International Conference on Intelligent Transportation Systems (ITSC 2025) in Gold Coast, Australia. It investigates coreset selection as a data reduction strategy for training traffic prediction models efficiently at scale.
Recommended citation: Yu, Taeyoung, Jiwon Kim, Soban Nasir Lone, Mohamed Abouelela, and Constantinos Antoniou. "Scalable Traffic Prediction via Data Reduction with Coreset Selection." In 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), pp. 2069-2076. IEEE, 2025. doi: https://doi.org/10.1109/ITSC60802.2025.11423766
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