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The document presents a novel Bidirectional Connection Broad Learning System (Bi-BLS) model for short-term traffic flow prediction, which aims to improve efficiency and accuracy over existing models. The Bi-BLS model utilizes a bidirectional connection to capture hierarchical features from traffic data, demonstrating superior prediction performance compared to other benchmark models through simulations. The proposed system is particularly relevant for real-time traffic management in smart cities, leveraging

Author

xmyuan2022

Language

EN