A supervised multiclass framework for mineral classification of Iberian beads - Sanchez-Gomez, Daniel; Odriozola Lloret, Carlos P.; Sousa, Ana Catarina; Garrido-Cordero, José Ángel; Romero-García, Galo; Martínez-Blanes, José María; Edo I. Benaiges, Manel; Villalobos-García, Rodrigo; Gonçalves, Victor S. (PloS one, 2024)
Keywords: Algorithms; Archaeology; Beads; Chemical elements; Classification; Cost analysis; Data analysis; Data collection; Datasets; Decision making; Diffraction; Earth Sciences; Humans; Identification and classification; Laboratories; Machine Learning; Methods; Mineralogy; Minerals; Minerals - analysis; Minerals - chemistry; Museums; NMR; Nuclear magnetic resonance; Physical Sciences; Portugal; Predictions; Raw materials; Reference materials; Research and Analysis Methods; Risk analysis; Sensors; Social networks; Social organization; Social Sciences; Software; Spectrometry, X-Ray Emission - methods; Supervised Machine Learning; Synthetic data; Workflow; X-Ray Diffraction; X-ray fluorescence; X-ray spectroscopy; X-rays; Portugal; Spain; Iberian Peninsula