Francesca Venturini

According to our database, Francesca Venturini authored at least 24 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

The Infinite-Dimensional Nature of Spectroscopy and Why Models Succeed, Fail, and Mislead.

Umberto Michelucci, Francesca Venturini

CoRR, April, 2026

Large-scale orange fruit dataset for localization, classification and ripening assessment under varying environments.

Alessandro Carella, Baptiste Paul Ernest Lucas, Safouane El Ghazouali, Pedro Tomas Bulacio Fischer, Roberto Massenti, Francesca Venturini, Umberto Michelucci, Riccardo Lo Bianco

Comput. Electron. Agric., 2026

2025

Best Practices for Machine Learning Experimentation in Scientific Applications.

Umberto Michelucci, Francesca Venturini

CoRR, November, 2025

New Statistical Framework for Extreme Error Probability in High-Stakes Domains for Reliable Machine Learning.

Umberto Michelucci, Francesca Venturini

CoRR, March, 2025

2024

FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery.

Safouane El Ghazouali, Arnaud Gucciardi, Francesca Venturini, Nicola Venturi, Michael Rueegsegger, Umberto Michelucci

Remote. Sens., 2024

AI can empower agriculture for global food security: challenges and prospects in developing nations.

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

Frontiers Artif. Intell., 2024

Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil.

Umberto Michelucci, Francesca Venturini

CoRR, 2024

Symbrain: A large-scale dataset of MRI images for neonatal brain symmetry analysis.

Arnaud Gucciardi, Safouane El Ghazouali, Francesca Venturini, Vida Groznik, Umberto Michelucci

CoRR, 2024

2023

Resonant Raman Spectroscopy of Carotenoids in Aging of Extra Virgin Olive Oil.

Edward Curran Eggertson, Francesca Venturini

Sensors, September, 2023

New metric formulas that include measurement errors in machine learning for natural sciences.

Umberto Michelucci, Francesca Venturini

Expert Syst. Appl., August, 2023

Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing.

Francesca Venturini, Silvan Fluri, Michael Baumgartner

Data, May, 2023

Shedding Light on the Ageing of Extra Virgin Olive Oil: Probing the Impact of Temperature with Fluorescence Spectroscopy and Machine Learning Techniques.

Francesca Venturini, Silvan Fluri, Manas Mejari, Michael Baumgartner, Dario Piga, Umberto Michelucci

CoRR, 2023

Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu

CoRR, 2023

Explainable AI for the Olive Oil Industry.

Christian Schmid, Emanuele Laurenzi, Umberto Michelucci, Francesca Venturini

Proceedings of the Perspectives in Business Informatics Research, 2023

2022

Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu

CoRR, 2022

2021

Estimating Neural Network's Performance with Bootstrap: A Tutorial.

Umberto Michelucci, Francesca Venturini

Mach. Learn. Knowl. Extr., 2021

Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques.

Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu

CoRR, 2021

A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.

Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu

Algorithms, 2021

2020

Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference.

Francesca Venturini, Umberto Michelucci, Michael Baumgartner

Sensors, 2020

Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing.

Umberto Michelucci, Francesca Venturini

CoRR, 2020

2019

Optical Oxygen Sensing with Artificial Intelligence.

Umberto Michelucci, Michael Baumgartner, Francesca Venturini

Sensors, 2019

2018

Mn⁴⁺-Doped Magnesium Titanate - A Promising Phosphor for Self-Referenced Optical Temperature Sensing.

Francesca Venturini, Michael Baumgartner, Sergey Borisov

Sensors, 2018

2017

Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing.

Umberto Michelucci, Francesca Venturini

Sensors, 2017

Nonlinear Volterra model of a loudspeaker behavior based on Laser Doppler Vibrometry.

Alessandro Loriga, Parvin Moyassari, Daniele Bernardini, Gregorio Landi, Francesca Venturini, Elisabeth Dumont

CoRR, 2017