AIBullisharXiv – CS AI · 9h ago6/10
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Intelligent Truck Matching in Full Truckload Shipments using Ping2Hex approach
Project44 deployed Intelligent Truck Matching 2.0, a machine learning system that uses Uber H3 hexagonal spatial indexing and LightGBM gradient boosting to match trucks with shipments when GPS data is incomplete or corrupted. The system achieves 26 percentage point precision improvements in North America and doubles coverage, addressing a critical supply chain visibility challenge.