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A hybrid BiLSTM-transformer-GCN architecture with API fusion for adaptive transportation resource analytics

Mohammed Saad Javeed1, Arindam Kishor Biswas2, Md Nahid Hasan3

  • 1Information Science, Trine University, Michigan,‌‌ Allen Park, United States of America‌.

Plos One
|May 29, 2026
PubMed
Summary

A new hybrid deep learning framework enhances Intelligent Transportation Systems (ITS) by improving real-time resource discovery and classification. This adaptive system effectively manages complex spatiotemporal data, outperforming existing methods.

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