Issue Date | Title | Involved Person(s) |
11-Mar-2024 | AI can empower agriculture for global food security : challenges and prospects in developing nations | Ahmad, Ali; Liew, Anderson X. W.; Venturini, Francesca; Kalogeras, Athanasios; Candiani, Alessandro, et al |
Jan-2024 | Shedding light on the ageing of extra virgin olive oil : probing the impact of temperature with fluorescence spectroscopy and machine learning techniques | Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario, et al |
2-Sep-2023 | Resonant Raman spectroscopy of carotenoids in aging of extra virgin olive oil | Eggertson, Edward Curran; Venturini, Francesca |
Aug-2023 | New metric formulas that include measurement errors in machine learning for natural sciences | Michelucci, Umberto; Venturini, Francesca |
Apr-2023 | Dataset of fluorescence EEM and UV spectroscopy data of olive oils during ageing | Venturini, Francesca; Fluri, Silvan; Baumgartner, Michael |
2023 | Dataset of fluorescence spectra and chemical parameters of olive oils | Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa |
Jul-2022 | Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : application to olive oil | Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M., et al |
May-2022 | Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil | Arnaud, Gucciardi; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M., et al |
May-2022 | One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge : explainability techniques applied to olive oil fluorescence spectra | Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A. |
Oct-2021 | A model-agnostic algorithm for Bayes error determination in binary classification | Michelucci, Umberto; Sperti, Michela; Piga, Dario; Venturini, Francesca; Deriu, Marco A. |
20-Jun-2021 | Implementation of multi-task learning neural network architectures for robust industrial optical sensing | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
6-May-2021 | Exploration of Spanish olive oil quality with a miniaturized low-cost fluorescence sensor and machine learning techniques | Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Herzig, Ivo; Baumgartner, Michael, et al |
Feb-2021 | New autonomous intelligent sensor design approach for multiple parameter inference | Michelucci, Umberto; Venturini, Francesca |
2021 | Estimating neural network’s performance with bootstrap : a tutorial | Michelucci, Umberto; Venturini, Francesca |
2020 | Dual oxygen and temperature sensing with single indicator using multi-task-learning neural networks | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |