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William Alfonso Leon-Rueda
Researcher at National University of Colombia
Publications - 3
Citations - 17
William Alfonso Leon-Rueda is an academic researcher from National University of Colombia. The author has contributed to research in topics: Sampling (signal processing) & Multispectral image. The author has an hindex of 1, co-authored 2 publications receiving 2 citations.
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Identification of diseases and physiological disorders in potato via multispectral drone imagery using machine learning tools
TL;DR: The objective of this research was to evaluate the use of multispectral cameras on UAVs to discriminate vascular wilt caused by Verticillium spp.
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Machine Learning Applications and Optimization of Clustering Methods Improve the Selection of Descriptors in Blackberry Germplasm Banks
Juan Camilo Henao-Rojas,María Gladis Rosero-Alpala,Carolina Ortiz-Muñoz,Carlos Enrique Velásquez-Arroyo,William Alfonso Leon-Rueda,Joaquín Guillermo Ramírez-Gil +5 more
TL;DR: In this paper, the results indicated that RF presented the highest accuracy (0.768) of the methods evaluated, selecting 11 descriptors based on the purity (Gini index), importance, number of connected trees, and significance (p value < 0.05).
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Population Dynamics and Estimation of Damage of the Spittlebug Aeneolamia varia on Sugarcane in Colombia by Using remote Sensing and Machine Learning Tools
TL;DR: In this paper , the spatial distribution of Aeneolamia varia in commercial sugarcane fields and validate machine learning tools for indirect injury detection and impact on yield (damage) using satellite images.