TY - GEN AU - Ruiz de Miras, Juan AU - Gacto Colorado, María José AU - Blanc García, María Rosario AU - Arroyo Moreno, Germán AU - López Escudero, Luis AU - Torres Cantero, Juan Carlos AU - Martín Perandrés, Domingo PY - 2024 UR - https://hdl.handle.net/10481/90401 AB - Generating chemical element maps of paintings from X-ray fluorescence (XRF) data is a very valuable tool for the scientific community of conservators and art historians. Hand-held XRF scanners are cheap and easily portable but their use provides scans... LA - eng PB - Elsevier KW - Machine learning KW - Random forest KW - Regression problem KW - X-ray fluorescence KW - Chemical element maps TI - Machine learning regression algorithms for generating chemical element maps from Xray fluorescence data of paintings DO - 10.1016/j.chemolab.2024.105116 ER -