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

Author

Pawarotorn Chaipetch

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2 papers indexed here

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Open access Sep 2026

OPTIMIZING BUDGET ALLOCATION FOR LOW-VOLUME ROADS THROUGH THE AHP-TOPSIS APPROACH

Rural road maintenance prioritization under constrained public budgets requires balancing engineering condition, economic efficiency, and strategic policy objectives. Conventional benefit-cost (B/C) analysis provides an economically grounded framework but may emphasize high-traffic corridors while considering accessibi...

Pawarotorn Chaipetch, Chisanu Amprayn, Warisara Lertpaitoonpan · 0 citations
Review Aug 2026

YOLO26-RD: An End-to-End Road Damage Detection Network With Learnable Contrast Enhancement and Edge-Guided Downsampling

Pavement distress detectors are conventionally specialised for small objects, typically by adding a stride-4 detection head and replacing strided convolution with space-to-depth downsampling. This paper tests that premise against the annotation geometry of region level survey imagery and finds it fails: 1.28% of instan...

S. Youwai, Pawarotorn Chaipetch, Hathairat Samaikul et al. · 0 citations

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