Francesca Venturini

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Measurement Errors

Convolutional Neural Networks

Natural Sciences

Top Venues

Publications

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 (2024)
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)
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 (2024)
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 (2023)
Francesca Venturini, Silvan Fluri, Michael Baumgartner
Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing. Data 8 (5) (2023)
Umberto Michelucci, Francesca Venturini
New metric formulas that include measurement errors in machine learning for natural sciences. Expert Syst. Appl. 224 (2023)
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 (2023)
Edward Curran Eggertson, Francesca Venturini
Resonant Raman Spectroscopy of Carotenoids in Aging of Extra Virgin Olive Oil. Sensors 23 (17) (2023)
Christian Schmid, Emanuele Laurenzi, Umberto Michelucci, Francesca Venturini
Explainable AI for the Olive Oil Industry. BIR (2023)
Umberto Michelucci, Francesca Venturini
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences. CoRR (2022)
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martose, Marco Agostino Deriu
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil. CoRR (2022)
Umberto Michelucci, Francesca Venturini
Estimating Neural Network's Performance with Bootstrap: A Tutorial. Mach. Learn. Knowl. Extr. 3 (2) (2021)
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 (2021)
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. CoRR (2021)
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) (2021)
Francesca Venturini, Umberto Michelucci, Michael Baumgartner
Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference. Sensors 20 (17) (2020)
Umberto Michelucci, Francesca Venturini
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing. CoRR (2020)
Umberto Michelucci, Michael Baumgartner, Francesca Venturini
Optical oxygen sensing with artificial intelligence. CoRR (2020)
Umberto Michelucci, Michael Baumgartner, Francesca Venturini
Optical Oxygen Sensing with Artificial Intelligence. Sensors 19 (4) (2019)
Francesca Venturini, Michael Baumgartner, Sergey Borisov
-Doped Magnesium Titanate - A Promising Phosphor for Self-Referenced Optical Temperature Sensing. Sensors 18 (2) (2018)
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 (2017)
Umberto Michelucci, Francesca Venturini
Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. Sensors 17 (10) (2017)