Pubblicazioni

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

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

2023 - PHYSICA. A

DE MARZO, Giordano; Iannelli, Giulio

Under the hood of transformer networks for trajectory forecasting

2023 - PATTERN RECOGNITION

Franco, Luca; Placidi, Leonardo; Giuliari, Francesco; Hasan, Irtiza; Cristani, Marco; Galasso, Fabio

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

2023 - ANNALS OF ACTUARIAL SCIENCE

Laporta, Alessandro G.; Levantesi, Susanna; Petrella, Lea

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

2023 - BRAIN SCIENCES

Cristofari, A.; De Santis, M.; Lucidi, S.; Rothwell, J.; Casula, E. P.; Rocchi, L.

Optimal coding of high-cardinality categorical data in machine learning

2023 - Statistical Models and Methods for Data Science

DI CIACCIO, Agostino

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

2023 - Beyond Digital Representation. Advanced Experiences in AR and AI for Cultural Heritage and Innovative Design

Palestini, Caterina; Meschini, Alessandra; Perticarini, Maurizio; Basso, Alessandro

CrackCLF: Automatic Pavement Crack Detection Based on Closed-Loop Feedback

2023 - IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Li, C.; Fan, Z.; Chen, Y.; Lin, H.; Moretti, L.; Loprencipe, G.; Sheng, W.; Wang, K. C. P.

Parallel learning by multitasking neural networks

2023 - JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT

Agliari, E.; Alessandrelli, A.; Barra, A.; Ricci-Tersenghi, F.

Corpi Nuvolosi generabili mediante GAN & CGAN

2023 -

Cicolin, P; Rilemark, R.; Svensson, C.

Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections

2023 - 4th ACM International Conference on AI in Finance

Bamford, T.; Coletta, A.; Fons, E.; Gopalakrishnan, S.; Vyetrenko, S.; Balch, T.; Veloso, M.

Quaternion neural networks for multidimensional applications. An Overview

2023 - ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity

Buscarino, A.; Famoso, C.; Comminiello, D.; Patane, L.

Venturing into the Age of AI. Insights and Perspectives

2023 - FORUM A+P

Perna, Valerio; Bregasi, Ledian

On imitation and Style (Transfer). Discussions on the Revivalism Permeating AI Technologies

2023 - FORUM A+P

Perna, Valerio

Thermodynamics of bidirectional associative memories

2023 - JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL

Logic Explained Networks

2023 - ARTIFICIAL INTELLIGENCE

Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Lio, P.; Maggini, M.; Melacci, S.

Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery

2023 - 22nd IFAC World Congress

Lishkova, Y.; Scherer, P.; Ridderbusch, S.; Jamnik, M.; Lio, P.; Ober-Blobaum, S.; Offen, C.

Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery

2023 - 22nd IFAC World Congress Yokohama, Japan, July 9-14, 2023

Lishkova, Y.; Scherer, P.; Ridderbusch, S.; Jamnik, M.; Lio, P.; Ober-Blobaum, S.; Offen, C.