Umberto Michelucci

37 papers Journal 32Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CLiMB: A Domain-Informed Novelty Detection Clustering Framework for Scientific Discovery. CoRR Lorenzo Monti, Tatiana Muraveva, Brian Sheridan, Davide Massari, Alessia Garofalo, Gisella Clementini, Umberto Michelucci
2026	J	`jnl`	CLiMB: A domain-informed novelty detection clustering framework for galactic archaeology and scientific discovery. Astron. Comput. Lorenzo Monti, Tatiana Muraveva, Brian Sheridan, Davide Massari, Alessia Garofalo, Gisella Clementini, Umberto Michelucci
2025	J	`jnl`	Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers. CoRR Morteza Kiani Haftlang, Mohammadhossein Malmir, Foroutan Parand, Umberto Michelucci, Safouane El Ghazouali
2025	J	`jnl`	Best Practices for Machine Learning Experimentation in Scientific Applications. CoRR Umberto Michelucci, Francesca Venturini
2025	J	`jnl`	Comparison of different segmentation algorithms on brain volume and fractal dimension in infant brain MRIs. CoRR Nathalie Alexander, Arnaud Gucciardi, Umberto Michelucci
2025	J	`jnl`	New Statistical Framework for Extreme Error Probability in High-Stakes Domains for Reliable Machine Learning. CoRR Umberto Michelucci, Francesca Venturini
2025	J	`jnl`	VisioFirm: Cross-Platform AI-assisted Annotation Tool for Computer Vision. CoRR Safouane El Ghazouali, Umberto Michelucci
2024	J	`jnl`	BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery. CoRR Loddo Fabio, Dario Piga, Umberto Michelucci, Safouane El Ghazouali
2024	J	`jnl`	CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment. CoRR Safouane El Ghazouali, Umberto Michelucci, Yassin El Hillali, Hichem Nouira
2024	J	`jnl`	Class-Conditional self-reward mechanism for improved Text-to-Image models. CoRR Safouane El Ghazouali, Arnaud Gucciardi, Umberto Michelucci
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: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery. CoRR Safouane El Ghazouali, Arnaud Gucciardi, Nicola Venturi, Michael Rueegsegger, Umberto Michelucci
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	—	`book`	Fundamental Mathematical Concepts for Machine Learning in Science Umberto Michelucci
2024	J	`jnl`	FusionVision: A Comprehensive Approach of 3D Object Reconstruction and Segmentation from RGB-D Cameras Using YOLO and Fast Segment Anything. Sensors Safouane El Ghazouali, Youssef Mhirit, Ali Oukhrid, Umberto Michelucci, Hichem Nouira
2024	J	`jnl`	FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything. CoRR Safouane El Ghazouali, Youssef Mhirit, Ali Oukhrid, Umberto Michelucci, Hichem Nouira
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 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	—	`ed.`	Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022), Ljubljana, Slovenia, August 26, 2022. DETERMINED Vida Groznik, Aleksander Sadikov, Umberto Michelucci, Marco Agostino Deriu
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	—	`conf`	A new median filter application to deal with large windows of missing data in eye-gaze measurements. DETERMINED Arnaud Gucciardi, Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Els Ortibus, Umberto Michelucci, Vida Groznik, Aleksander Sadikov
2022	J	`jnl`	An Introduction to Autoencoders. CoRR 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`	On the High Symmetry of Neural Network Functions. CoRR Umberto Michelucci
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
2021	—	`—`	Optical oxygen and temperature sensing with multi-task learning. Umberto Michelucci
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
2017	J	`jnl`	Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing. Sensors Umberto Michelucci, Francesca Venturini