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cs.LG2022
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences
Umberto Michelucci, Francesca Venturini
The application of machine learning to physics problems is widely found in the scientific literature. Both regression and classification problems are addressed by a large array of…
cs.LG2022
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil
Francesca Venturini, Michela Sperti, Umberto Michelucci +3
The olive oil sector produces a substantial impact in the Mediterranean's economy and lifestyle. Many studies exist which try to optimize the different steps in the olive oil's pro…