Francesca Venturini

25 papers Journal 24Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Best Practices for Machine Learning Experimentation in Scientific Applications. CoRR Umberto Michelucci, Francesca Venturini
2025	J	`jnl`	New Statistical Framework for Extreme Error Probability in High-Stakes Domains for Reliable Machine Learning. CoRR Umberto Michelucci, Francesca Venturini
2024	J	`jnl`	AI can empower agriculture for global food security: challenges and prospects in developing nations. Frontiers Artif. Intell. 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
2024	J	`jnl`	Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil. CoRR Umberto Michelucci, Francesca Venturini
2024	J	`jnl`	FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery. Remote. Sens. Safouane El Ghazouali, Arnaud Gucciardi, Francesca Venturini, Nicola Venturi, Michael Rueegsegger, Umberto Michelucci
2024	J	`jnl`	Symbrain: A large-scale dataset of MRI images for neonatal brain symmetry analysis. CoRR Arnaud Gucciardi, Safouane El Ghazouali, Francesca Venturini, Vida Groznik, Umberto Michelucci
2023	J	`jnl`	Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing. Data Francesca Venturini, Silvan Fluri, Michael Baumgartner
2023	J	`jnl`	Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils. CoRR Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
2023	—	`conf`	Explainable AI for the Olive Oil Industry. BIR Christian Schmid, Emanuele Laurenzi, Umberto Michelucci, Francesca Venturini
2023	J	`jnl`	New metric formulas that include measurement errors in machine learning for natural sciences. Expert Syst. Appl. Umberto Michelucci, Francesca Venturini
2023	J	`jnl`	Resonant Raman Spectroscopy of Carotenoids in Aging of Extra Virgin Olive Oil. Sensors Edward Curran Eggertson, Francesca Venturini
2023	J	`jnl`	Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques. CoRR Francesca Venturini, Silvan Fluri, Manas Mejari, Michael Baumgartner, Dario Piga, Umberto Michelucci
2022	J	`jnl`	New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences. CoRR Umberto Michelucci, Francesca Venturini
2022	J	`jnl`	Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil. CoRR Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
2021	J	`jnl`	A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. Algorithms Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
2021	J	`jnl`	A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. CoRR Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
2021	J	`jnl`	Estimating Neural Network's Performance with Bootstrap: A Tutorial. Mach. Learn. Knowl. Extr. Umberto Michelucci, Francesca Venturini
2021	J	`jnl`	Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques. CoRR Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu
2020	J	`jnl`	Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference. Sensors Francesca Venturini, Umberto Michelucci, Michael Baumgartner
2020	J	`jnl`	Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing. CoRR Umberto Michelucci, Francesca Venturini
2020	J	`jnl`	Optical oxygen sensing with artificial intelligence. CoRR Umberto Michelucci, Michael Baumgartner, Francesca Venturini
2019	J	`jnl`	Optical Oxygen Sensing with Artificial Intelligence. Sensors Umberto Michelucci, Michael Baumgartner, Francesca Venturini
2018	J	`jnl`	Mn Sensors Francesca Venturini, Michael Baumgartner, Sergey Borisov
2017	J	`jnl`	Nonlinear Volterra model of a loudspeaker behavior based on Laser Doppler Vibrometry. CoRR Alessandro Loriga, Parvin Moyassari, Daniele Bernardini, Gregorio Landi, Francesca Venturini, Elisabeth Dumont
2017	J	`jnl`	Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. Sensors Umberto Michelucci, Francesca Venturini