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 |
Oct-2021 | A model-agnostic algorithm for Bayes error determination in binary classification | Michelucci, Umberto; Sperti, Michela; Piga, Dario; Venturini, Francesca; Deriu, Marco A. |
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 |
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 |
2019 | Multi-task learning for multi-dimensional regression : application to luminescence sensing | Michelucci, Umberto; Venturini, Francesca |
2017 | Novel semi-parametric algorithm for interference-immune tunable absorption spectroscopy gas sensing | Michelucci, Umberto; Venturini, Francesca |
2017 | Novel algorithm for calibration-free absorption spectroscopy sensor | Venturini, Francesca; Michelucci, Umberto |