Issue Date | Title | Involved Person(s) |
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 | 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, et al |
10-May-2022 | Gas measurement system | Venturini, Francesca; Bergstroem, Paer; Hertel, Martin |
May-2022 | Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks | Sperti, Michela; Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Deriu, Marco Agostino . |
7-Apr-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. |
6-Apr-2022 | Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil | Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M., et al |
6-Apr-2022 | Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks | Sperti, Michela; Michelucci, Umberto; Venturini, Francesca; Gucciardi, Arnaud; Deriu, Marco A. |
21-Jul-2021 | New approach for temperature-immune oxygen sensing based on Pt-TFPP | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
Jun-2021 | Implementation of multi-task learning neural network architectures for robust industrial optical sensing | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
1-Apr-2021 | Gas cell | Bergström, Pär; Hertel, Martin; Kondziella, Ralph; Tazreiter, Martin; Venturini, Francesca |
2021 | New approach for temperature-immune oxygen sensing based on Pt-TFPP | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
24-Jun-2020 | Optochemical sensor | Fischer, Milan; Ulmer, Lilya; Venturini, Francesca |