Umberto Michelucci - Publications, H-index & Citations

Umberto Michelucci

toelt llc

14H指数

114论文数

1.1K被引数

收录论文 16

发表时间

Large-scale orange fruit dataset for localization, classification and ripening assessment under varying environments 大规模柑橘果实数据集：用于不同环境下的定位、分类和成熟度评估

Computers and Electronics in Agriculture

IF8.9

2026-04-28

OAAI

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

The infinite-dimensional nature of spectroscopy and why models succeed; fail; and mislead 光谱学的无限维特性及其模型为何成功、失败与误导

Analyst

IF3.3

2026-04-17

OAAI

Umberto Michelucci; Francesca Venturini

Multi-mycotoxin detection using fluorescence spectroscopy and machine learning 基于荧光光谱和机器学习的多真菌毒素检测

Food Control

IF6.3

2025-09-15

PREAI

Francesca Venturini; Umberto Michelucci; Indy Magnus; Lien Smeesters

Deep learning domain adaptation to understand physico-chemical processes from fluorescence spectroscopy small datasets and application to the oxidation of olive oil

SCIENTIFIC REPORTS

IF3.9

2024-09-27

OAAI

Michelucci, Umberto; Venturini, Francesca

FusionVision: A Comprehensive Approach of 3D Object Reconstruction and Segmentation from RGB-D Cameras Using YOLO and Fast Segment Anything

SENSORS

IF3.5

2024-04-30

OAAI

El Ghazouali, Safouane; Mhirit, Youssef; Oukhrid, Ali; Michelucci, Umberto; Nouira, Hichem

Shedding light on the ageing of extra virgin olive oil: Probing the impact of temperature with fluorescence spectroscopy and machine learning techniques

LWT-FOOD SCIENCE AND TECHNOLOGY

IF6.6

2024-01-01

OAAI

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

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

OAAI

Michelucci, Umberto; Venturini, Francesca

Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil

JOURNAL OF FOOD ENGINEERING

IF5.8

2023-01-01

OAAI

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

A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2021-05-31

OAAI

Halasz, Geza; Sperti, Michela; Villani, Matteo; Michelucci, Umberto; Agostoni, Piergiuseppe; Biagi, Andrea; Rossi, Luca; Botti, Andrea; Mari, Chiara; Maccarini, Marco; Pura, Filippo; Roveda, Loris; Nardecchia, Alessia; Mottola, Emanuele; Nolli, Massimo; Salvioni, Elisabetta; Mapelli, Massimo; Deriu, Marco Agostino; Piga, Dario; Piepoli, Massimo

Estimating Neural Network's Performance with Bootstrap: A Tutorial

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2021-03-29

OAAI

Michelucci, Umberto; Venturini, Francesca

Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference

SENSORS

IF3.5

2020-08-28

OAAI

Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael