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Issue DateTitleInvolved Person(s)
11-Mar-2024AI can empower agriculture for global food security : challenges and prospects in developing nationsAhmad, Ali; Liew, Anderson X. W.; Venturini, Francesca; Kalogeras, Athanasios; Candiani, Alessandro, et al
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, et al
2-Sep-2023Resonant Raman spectroscopy of carotenoids in aging of extra virgin olive oilEggertson, Edward Curran; Venturini, Francesca
Aug-2023New metric formulas that include measurement errors in machine learning for natural sciencesMichelucci, Umberto; Venturini, Francesca
Apr-2023Dataset of fluorescence EEM and UV spectroscopy data of olive oils during ageingVenturini, Francesca; Fluri, Silvan; Baumgartner, Michael
2023Dataset of fluorescence spectra and chemical parameters of olive oilsVenturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa
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
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
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.
Oct-2021A model-agnostic algorithm for Bayes error determination in binary classificationMichelucci, Umberto; Sperti, Michela; Piga, Dario; Venturini, Francesca; 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, et al
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 sensing with single indicator using multi-task-learning neural networksVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
Results 1-15 of 27 (Search time: 0.025 seconds).