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Issue DateTitleInvolved Person(s)
Jan-2024Shedding light on the ageing of extra virgin olive oil : probing the impact of temperature with fluorescence spectroscopy and machine learning techniquesVenturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto
Aug-2023New metric formulas that include measurement errors in machine learning for natural sciencesMichelucci, Umberto; Venturini, Francesca
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.; 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.; Deriu, Marco A.
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.
20-Jun-2021Implementation of multi-task learning neural network architectures for robust industrial optical sensingVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
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; Caballero, Josep Palau; Jimenez, Arturo; Deriu, Marco Agostino
Feb-2021New autonomous intelligent sensor design approach for multiple parameter inferenceMichelucci, Umberto; Venturini, Francesca
2021Estimating neural network’s performance with bootstrap : a tutorialMichelucci, Umberto; Venturini, Francesca
2020Dual oxygen and temperature luminescence learning sensor with parallel inferenceVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
2019New approach for luminescence sensing based on machine learningVenturini, Francesca; Baumgartner, Michael; Michelucci, Umberto
2019Optical oxygen sensing with artificial intelligenceMichelucci, Umberto; Baumgartner, Michael; Venturini, Francesca
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