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ORCIDFrancesca Venturini
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Journal Articles
- 2024
[j10]Ali Ahmad, Anderson X. W. Liew, Francesca Venturini, Athanasios P. Kalogeras, Alessandro Candiani, Giacomo Di Benedetto, Segun Ajibola
, Pedro Cartujo, Pablo Romero, Aspasia Lykoudi, Michelangelo Mastrorocco De Grandis, Christos Xouris, Riccardo Lo Bianco, Irawan Doddy, Isa Elegbede, Giuseppe Falvo D'Urso Labate, Luis F. García del Moral, Vanessa Martos:
AI can empower agriculture for global food security: challenges and prospects in developing nations. Frontiers Artif. Intell. 7 (2024)- 2023
- [j9]Francesca Venturini, Silvan Fluri, Michael Baumgartner:
Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing. Data 8(5): 81 (2023) - [j8]Umberto Michelucci, Francesca Venturini:
New metric formulas that include measurement errors in machine learning for natural sciences. Expert Syst. Appl. 224: 120013 (2023) - [j7]Edward Curran Eggertson, Francesca Venturini:
Resonant Raman Spectroscopy of Carotenoids in Aging of Extra Virgin Olive Oil. Sensors 23(17): 7621 (2023) - 2021
- [j6]Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu:
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. Algorithms 14(11): 301 (2021) - [j5]Umberto Michelucci, Francesca Venturini:
Estimating Neural Network's Performance with Bootstrap: A Tutorial. Mach. Learn. Knowl. Extr. 3(2): 357-373 (2021) - 2020
- [j4]Francesca Venturini, Umberto Michelucci, Michael Baumgartner:
Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference. Sensors 20(17): 4886 (2020) - 2019
- [j3]Umberto Michelucci, Michael Baumgartner, Francesca Venturini:
Optical Oxygen Sensing with Artificial Intelligence. Sensors 19(4): 777 (2019) - 2018
- [j2]Francesca Venturini, Michael Baumgartner, Sergey Borisov:
Mn4+-Doped Magnesium Titanate - A Promising Phosphor for Self-Referenced Optical Temperature Sensing. Sensors 18(2): 668 (2018) - 2017
- [j1]Umberto Michelucci, Francesca Venturini:
Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. Sensors 17(10): 2281 (2017)
Conference and Workshop Papers
- 2023
- [c1]Christian Schmid, Emanuele Laurenzi, Umberto Michelucci, Francesca Venturini:
Explainable AI for the Olive Oil Industry. BIR 2023: 158-171
Informal and Other Publications
- 2024
- [i11]Arnaud Gucciardi, Safouane El Ghazouali, Francesca Venturini, Vida Groznik, Umberto Michelucci:
Symbrain: A large-scale dataset of MRI images for neonatal brain symmetry analysis. CoRR abs/2401.11814 (2024) - [i10]Umberto Michelucci, Francesca Venturini:
Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil. CoRR abs/2406.10031 (2024) - 2023
- [i9]Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu:
Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils. CoRR abs/2301.04471 (2023) - [i8]Francesca Venturini, Silvan Fluri, Manas Mejari, Michael Baumgartner, Dario Piga, Umberto Michelucci:
Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques. CoRR abs/2309.12377 (2023) - 2022
- [i7]Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu:
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil. CoRR abs/2203.07229 (2022) - [i6]Umberto Michelucci, Francesca Venturini:
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences. CoRR abs/2209.15588 (2022) - 2021
- [i5]Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu:
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques. CoRR abs/2104.06310 (2021) - [i4]Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu:
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. CoRR abs/2107.11609 (2021) - 2020
- [i3]Umberto Michelucci, Francesca Venturini:
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing. CoRR abs/2007.13875 (2020) - [i2]Umberto Michelucci, Michael Baumgartner, Francesca Venturini:
Optical oxygen sensing with artificial intelligence. CoRR abs/2008.12629 (2020) - 2017
- [i1]Alessandro Loriga, Parvin Moyassari, Daniele Bernardini, Gregorio Landi, Francesca Venturini, Elisabeth Dumont:
Nonlinear Volterra model of a loudspeaker behavior based on Laser Doppler Vibrometry. CoRR abs/1703.00384 (2017)
Coauthor Index
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last updated on 2024-10-07 22:12 CEST by the dblp team
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