Issue Date | Title | Involved Person(s) |
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 |
Aug-2023 | New metric formulas that include measurement errors in machine learning for natural sciences | Michelucci, Umberto; Venturini, Francesca |
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. |
Jun-2021 | Implementation of multi-task learning neural network architectures for robust industrial optical sensing | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
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 |
27-Jan-2020 | Multi-task learning approach for optical luminescence sensing | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
2020 | Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
2020 | Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
2020 | Dual oxygen and temperature luminescence learning sensor with parallel inference | Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael |
2019 | Optical oxygen sensing with artificial intelligence | Michelucci, Umberto; Baumgartner, Michael; Venturini, Francesca |
2019 | New approach for luminescence sensing based on machine learning | Venturini, Francesca; Baumgartner, Michael; Michelucci, Umberto |