Pubblicazioni

Nanosatellite Autonomous Navigation via Extreme Learning Machine Using Magnetometer Measurements

2025 - AEROSPACE

Goracci, Gilberto; Curti, Fabio; De Guzman, Mark Anthony De Lunas

Artificial intelligence in clinical medicine: a state-of-the-art overview of systematic reviews with methodological recommendations for improved reporting

2025 - FRONTIERS IN DIGITAL HEALTH

Morone, Giovanni; De Angelis, Luigi; Martino Cinnera, Alex; Carbonetti, Riccardo; Bisirri, Alessio; Ciancarelli, Irene; Iosa, Marco; Negrini, Stefano; Kiekens, Carlotte; Negrini, Francesco

Neural Drift Estimation for Ergodic Diffusions: Nonparametric Analysis and Numerical Exploration

2025 - New Trends in Functional Statistics and Related Fields

Di Gregorio, Simone; Iafrate, Francesco

Phase transitions in the mini-batch size for sparse and dense two-layer neural networks

2024 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Marino, Raffaele; Ricci-Tersenghi, Federico

About the de AlmeidaâThouless line in neural networks

2024 - PHYSICA. A

Albanese, Linda; Alessandrelli, Andrea; Barra, Adriano; Annibale, Alessia

Validation of the quality analysis of medical artificial intelligence (QAMAI) tool. A new tool to assess the quality of health information provided by AI platforms

2024 - EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY

Vaira, Luigi Angelo; Lechien, Jerome R.; Abbate, Vincenzo; Allevi, Fabiana; Audino, Giovanni; Beltramini, Giada Anna; Bergonzani, Michela; Boscolo-Rizzo, Paolo; Califano, Gianluigi; Cammaroto, Giovanni; Chiesa-Estomba, Carlos M.; Committeri, Umberto; Crimi, Salvatore; Curran, Nicholas R.; di Bello, Francesco; di Stadio, Arianna; Frosolini, Andrea; Gabriele, Guido; Gengler, Isabelle M.; Lonardi, Fabio; Maglitto, Fabio; Mayo-YÃ¡Ã±ez, Miguel; Petrocelli, Marzia; Pucci, Resi; Saibene, Alberto Maria; Saponaro, Gianmarco; Tel, Alessandro; Trabalzini, Franco; Trecca, Eleonora M. C.; Vellone, Valentino; Salzano, Giovanni; De Riu, Giacomo

Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations

2024 - Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS)

Parigi, Lorenzo; Candiani, Gabriele; Gallo, Ignazio; Toscano, Piero; Boschetti, Mirco

Loads-based optimal fuel-usage strategy by using a neural-network-based reduced-order model for vertical sloshing

2024 - AEROSPACE SCIENCE AND TECHNOLOGY

Nerattini, A.; Pizzoli, M.; Martinez-Carrascal, J.; Saltari, F.; Gonzalez-Gutierrez, L. M.; Mastroddi, F.

A GAN Approach forÂ Anomaly Detection inÂ Spacecraft Telemetries

2023 - Lecture Notes in Networks and Systems

Ciancarelli, C.; De Magistris, G.; Cognetta, S.; Appetito, D.; Napoli, C.; Nardi, D.

Data driven method for predicting the effect of process parameters on the fatigue response of additive manufactured AlSi10Mg parts

2023 - INTERNATIONAL JOURNAL OF FATIGUE

Ciampaglia, A.; Tridello, A.; Paolino, D. S.; Berto, Filippo

Ricerc@Sapienza

Pubblicazioni

Nanosatellite Autonomous Navigation via Extreme Learning Machine Using Magnetometer Measurements

Artificial intelligence in clinical medicine: a state-of-the-art overview of systematic reviews with methodological recommendations for improved reporting

Neural Drift Estimation for Ergodic Diffusions: Nonparametric Analysis and Numerical Exploration

Phase transitions in the mini-batch size for sparse and dense two-layer neural networks

About the de AlmeidaâThouless line in neural networks

Validation of the quality analysis of medical artificial intelligence (QAMAI) tool. A new tool to assess the quality of health information provided by AI platforms

Neural activity in quarks language. Lattice field theory for a network of real neurons

Low-power multimode-fiber projector outperforms shallow-neural-network classifiers

AI will not give us precision medicine

Hybrid models for direct normal irradiance forecasting: a case study of Ghardaia zone (Algeria)

A quantitative functional central limit theorem for shallow neural networks

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Have You Poisoned My Data? Defending Neural Networks Against Data Poisoning

Safe Reach Set Computation via Neural Barrier Certificates

Transparent Explainable Logic Layers

Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations

Loads-based optimal fuel-usage strategy by using a neural-network-based reduced-order model for vertical sloshing

A GAN Approach forÂ Anomaly Detection inÂ Spacecraft Telemetries

Data driven method for predicting the effect of process parameters on the fatigue response of additive manufactured AlSi10Mg parts

Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories

Under the hood of transformer networks for trajectory forecasting

Neural Networks for quantile claim amount estimation: aq auntile regression approach

Machine Learning-Based Classification to Disentangle EEG Responses to TMS and Auditory Input

Optimal coding of high-cardinality categorical data in machine learning

Neural Networks as an Alternative to Photogrammetry. Using Instant NeRF and Volumetric Rendering