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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Katheryne Nuñez-Bardales

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Open access Oct 2026

Integrating Lean Logistics and Machine Learning to Improve Last-Mile Delivery Performance: Evidence from a Logistics Company in Peru

Last-mile logistics is a critical component of e-commerce distribution, particularly in urban environments where delivery failures, address inconsistencies, traffic variability, and operational inefficiencies affect service performance. This study evaluated a sequential Lean Logistics–Machine Learning (Lean–ML) framewo...

Leo Ramirez-Zarate, Lizzet Aquino-Gomez, Katheryne Nuñez-Bardales et al. · 0 citations

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