Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. - Umberto Michelucci; Francesca Venturini (Sensors, 2017)

Optical Oxygen Sensing with Artificial Intelligence. - Umberto Michelucci; Michael Baumgartner 002; Francesca Venturini (Sensors, 2019)

Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing. - Umberto Michelucci; Francesca Venturini (CoRR, 2020)

Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference. - Francesca Venturini; Umberto Michelucci; Michael Baumgartner 002 (Sensors, 2020)

A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification. - Umberto Michelucci; Michela Sperti; Dario Piga; Francesca Venturini; Marco Agostino Deriu (Algorithms, 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 002; Josep Palau Caballero; Arturo Jimenez; Marco Agostino Deriu (CoRR, 2021)

Estimating Neural Network's Performance with Bootstrap: A Tutorial. - Umberto Michelucci; Francesca Venturini (Mach. Learn. Knowl. Extr., 2021)

Optical oxygen and temperature sensing with multi-task learning. - Umberto Michelucci (2021)

A new median filter application to deal with large windows of missing data in eye-gaze measurements. - Arnaud Gucciardi; Monica Crotti; Nofar Ben Itzhak; Lisa Mailleux; Els Ortibus; Umberto Michelucci; Vida Groznik; Aleksander Sadikov (DETERMINED, 2022)

An Introduction to Autoencoders. - Umberto Michelucci (CoRR, 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)

On the High Symmetry of Neural Network Functions. - Umberto Michelucci (CoRR, 2022)

Explainable AI for the Olive Oil Industry. - Christian Schmid; Emanuele Laurenzi; Umberto Michelucci; Francesca Venturini (BIR, 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)

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 002; Dario Piga; Umberto Michelucci (CoRR, 2023)

New metric formulas that include measurement errors in machine learning for natural sciences. - Umberto Michelucci; Francesca Venturini (Expert Syst. Appl., 2023)

Fundamental Mathematical Concepts for Machine Learning in Science - Umberto Michelucci (Springer, 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)

BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery. - Loddo Fabio; Dario Piga; Umberto Michelucci; Safouane El Ghazouali (CoRR, 2024)

FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery. - Safouane El Ghazouali; Arnaud Gucciardi; Nicola Venturi; Michael Rueegsegger; Umberto Michelucci (CoRR, 2024)

Class-Conditional self-reward mechanism for improved Text-to-Image models. - Safouane El Ghazouali; Arnaud Gucciardi; Umberto Michelucci (CoRR, 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)

CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment. - Safouane El Ghazouali; Umberto Michelucci; Yassin El Hillali; Hichem Nouira (CoRR, 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)

FusionVision: A Comprehensive Approach of 3D Object Reconstruction and Segmentation from RGB-D Cameras Using YOLO and Fast Segment Anything. - Safouane El Ghazouali; Youssef Mhirit; Ali Oukhrid; Umberto Michelucci; Hichem Nouira (Sensors, 2024)

New Statistical Framework for Extreme Error Probability in High-Stakes Domains for Reliable Machine Learning. - Umberto Michelucci; Francesca Venturini (CoRR, 2025)