A supervised machine learning procedure for EPMA classification and plotting of mineral groups

An analytical method to automatically characterize rock samples for geological or petrological purposes is here proposed, by applying machine learning approach (ML) as a protocol for saving experimental times and costs.Proper machine learning algorithms, applied to automatically acquired microanalyt...

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Bibliographic Details
Main Authors: R. Cossio, S. Ghignone, A. Borghi, A. Corno, G. Vaggelli
Format: Article
Language:English
Published: Elsevier 2024-09-01
Series:Applied Computing and Geosciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197424000338