Browsing by Person Michelucci, Umberto

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Showing results 1 to 14 of 14
Issue DateTitleInvolved Person(s)
May-2022Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networksSperti, Michela; Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Deriu, Marco Agostino .
6-Apr-2022Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networksSperti, Michela; Michelucci, Umberto; Venturini, Francesca; Gucciardi, Arnaud; Deriu, Marco A.
May-2022Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oilArnaud, Gucciardi; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M., et al
6-Apr-2022Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oilGucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M., et al
2023Dataset of fluorescence spectra and chemical parameters of olive oilsVenturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa
19-Dec-2022Dataset of fluorescence spectra and chemical parameters of olive oilsVenturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa, et al
Mar-2023Deep learning super resolution for high-speed excitation emission matrix measurementsMichelucci, Umberto; Fluri, Silvan; Baumgartner, Michael; Venturini, Francesca
2023Explainable AI for the olive oil industrySchmid, Christian; Laurenzi, Emanuele; Michelucci, Umberto; Venturini, Francesca
6-May-2021Exploration of Spanish olive oil quality with a miniaturized low-cost fluorescence sensor and machine learning techniquesVenturini, Francesca; Sperti, Michela; Michelucci, Umberto; Herzig, Ivo; Baumgartner, Michael, et al
Jul-2022Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : application to olive oilVenturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M., et al
20-Jun-2021Implementation of multi-task learning neural network architectures for robust industrial optical sensingVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
May-2022One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge : explainability techniques applied to olive oil fluorescence spectraVenturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.
Mar-2023Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectraVenturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.
1-Feb-2023Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectraVenturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.