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- research-articleOctober 2024
Multi-feature hybrid network for traffic flow prediction based on mobility patterns
Information Sciences: an International Journal (ISCI), Volume 681, Issue Chttps://doi.org/10.1016/j.ins.2024.121157AbstractFuture flow prediction in spatiotemporal traffic data is a critical requirement for real-world applications, particularly for multi-feature and large-scale data with intricate forecasting mechanisms and varied predictability. Prior sequence-to-...
- research-articleJune 2023
Coordination of Mixed Platoons and Eco-Driving Strategy for a Signal-Free Intersection
IEEE Transactions on Intelligent Transportation Systems (ITS-TRANSACTIONS), Volume 24, Issue 6Pages 6597–6613https://doi.org/10.1109/TITS.2022.3211934This paper investigates the collaborative control of vehicular traffic for a signal-free intersection. The traffic under consideration is mixed with connected autonomous vehicles (CAVs) and human-piloted vehicles with advanced driver assistance systems (...