Archivio Istituzionale della RicercaSPERTI, MICHELA
SPERTI, MICHELA
Dipartimento di Ingegneria Meccanica e Aerospaziale
060809
Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra
2023 Venturini, F.; Michelucci, U.; Sperti, M.; Gucciardi, A.; Deriu, M. A.
Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks
2022 Sperti, M; Michelucci, U; Venturini, F; Gucciardi, A; Deriu, Ma
Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil
2022 Gucciardi, A; Michelucci, U; Venturini, F; Sperti, M; Martos, Vm; Deriu, Ma
One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra
2022 Venturini, F; Michelucci, U; Sperti, M; Gucciardi, A; Deriu, Ma
Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction
2021 Sperti, Michela; D’Ascenzo, Fabrizio; Navarini, Luca; Di Benedetto, Giacomo; Afeltra, Antonella; Giacomelli, Roberto; Deriu, Marco A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra / Venturini, F.; Michelucci, U.; Sperti, M.; Gucciardi, A.; Deriu, M. A.. - 12438:(2023), p. 50. (Intervento presentato al convegno SPIE OPTO, 2023) [10.1117/12.2647809]. | 1-gen-2023 | Sperti M.Deriu M. A. + | 124380O.pdf |
| Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks / Sperti, M; Michelucci, U; Venturini, F; Gucciardi, A; Deriu, Ma. - 12139:(2022), p. 81. (Intervento presentato al convegno SPIE Photonics Europe) [10.1117/12.2621666]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Comparison_FFNN_CNN.pdf |
| Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil / Gucciardi, A; Michelucci, U; Venturini, F; Sperti, M; Martos, Vm; Deriu, Ma. - 12139:(2022), p. 80. (Intervento presentato al convegno SPIE Photonics Europe) [10.1117/12.2621588]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Classification.pdf |
| One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra / Venturini, F; Michelucci, U; Sperti, M; Gucciardi, A; Deriu, Ma. - 12139:(2022), p. 60. (Intervento presentato al convegno SPIE Photonics Europe) [10.1117/12.2621646]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Feature_maps_and_explainability.pdf |
| Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction / Sperti, Michela; D’Ascenzo, Fabrizio; Navarini, Luca; Di Benedetto, Giacomo; Afeltra, Antonella; Giacomelli, Roberto; Deriu, Marco A.. - 4:(2021). (Intervento presentato al convegno III Convegno Annuale "L'era delle 3R: modelli in silico, in vitro e in vivo per promuovere la ricerca traslazionale") [10.4081/bse.2021.195]. | 1-gen-2021 | Sperti, MichelaDeriu, Marco A. + | 195-Article Text-755-1-10-20210929.pdf |