Issue Date | Title | Involved Person(s) |
11-Apr-2024 | Machine learning feature extraction for predicting the ageing of olive oil | Gucciardi, Arnaud; El Ghazouali, Safouane; Michelucci, Umberto; Venturini, Francesca |
10-Apr-2024 | Machine learning-enhanced fluorescence spectroscopy for the quality assessment of extra virgin olive oil during ageing | Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto |
9-Apr-2024 | Probing carotenoids in the skin using resonant Raman spectroscopy | Mathys, Marco; Gebbers, Pit; Venturini, Francesca |
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; Di Benedetto, Giacomo; Ajibola, Segun; Cartujo, Pedro; Romero, Pablo; Lykoudi, Aspasia; De Grandis, Michelangelo Mastrorocco; Xouris, Christos; Lo Bianco, Riccardo; Doddy, Irawan; Elegbede, Isa; D'Urso Labate, Giuseppe Falvo; GarcĂa del Moral, Luis F.; Martos, Vanessa |
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; Michelucci, Umberto |
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 |
Mar-2023 | Deep learning super resolution for high-speed excitation emission matrix measurements | Michelucci, Umberto; Fluri, Silvan; Baumgartner, Michael; Venturini, Francesca |
Mar-2023 | Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectra | Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A. |
1-Feb-2023 | Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectra | Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A. |
2023 | Dataset of fluorescence spectra and chemical parameters of olive oils | Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa |
2023 | Explainable AI for the olive oil industry | Schmid, Christian; Laurenzi, Emanuele; Michelucci, Umberto; Venturini, Francesca |
19-Dec-2022 | Dataset of fluorescence spectra and chemical parameters of olive oils | Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa; Deriu, Marco Agostino |
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.; Deriu, Marco A. |