Pubblicazioni

The big theory revolution or why the data deluge will not wash the scientific method away

2024 - Model-based reasoning, abductive cognition, creativity

Ippoliti, Emiliano

Robust Stochastic Graph Generator for Counterfactual Explanations

2024 - Proceedings of the AAAI Conference on Artificial Intelligence

Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.

Environment Maps Editing using Inverse Rendering and Adversarial Implicit Functions

2024 - Smart Tools and Applications in Graphics (STAG)

D'Orazio, Antonio; Sforza, Davide; Pellacini, Fabio; Masi, Iacopo

Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization

2024 - INTERNATIONAL JOURNAL OF COMPUTER VISION

Guo, Xiao; Liu, Xiaohong; Masi, Iacopo; Liu, Xiaoming

Safe Bridge: Geomatic Monitoring Services for Safe Bridges

2024 - IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Dore, Nicole; Belloni, Valeria; Mazzoni, Augusto; Crespi, Mattia

Novel approaches for the early detection of glaucoma using artificial intelligence

2024 - LIFE

Zeppieri, Marco; Gardini, Lorenzo; Culiersi, Carola; Fontana, Luigi; Musa, Mutali; D'Esposito, Fabiana; Surico, PIER LUIGI; Gagliano, Caterina; Saverio Sorrentino, Francesco

Exploring AI Progress in GNSS Remote Sensing: A Deep Learning Based Framework for RealâTime Detection of Earthquake and Tsunami Induced Ionospheric Perturbations

2024 - RADIO SCIENCE

Ravanelli, Michela; Constantinou, Valentino; Liu, Hamlin; Bortnik, Jacob

MANTRA: a multi-appliance transformer for Non-Intrusive Load Monitoring

2024 - 2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

Taloma, REDEMPTOR JR LACEDA; Pisani, Patrizio; Cuomo, Francesca

An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures

2024 - ELECTRONICS

Atanasious, MOHAB MAHDY HELMY; Becchetti, Valentina; Giuseppi, Alessandro; Pietrabissa, Antonio; Arconzo, Vito; Gorga, Gerardo; Gutierrez, Gonzalo; Omar, Ahmed; Pietrini, Marco; Anvesh Rangisetty, Meher; RICCIARDI CELSI, Lorenzo; Santini, Federico; Scianaro, Enrico

Raman Spectroscopy and AI Applications in Cancer Grading: An Overview

2024 - IEEE ACCESS

Conforti, Pietro Manganelli; Lazzini, Gianmarco; Russo, Paolo; D'Acunto, Mario

Deep learning reconstruction algorithm and high-concentration contrast medium: feasibility of a double-low protocol in coronary computed tomography angiography

2024 - EUROPEAN RADIOLOGY

Caruso, Damiano; De Santis, Domenico; Tremamunno, Giuseppe; Santangeli, Curzio; Polidori, Tiziano; Bona, Giovanna G; Zerunian, Marta; Del Gaudio, Antonella; Pugliese, Luca; Laghi, Andrea

An explainable fast deep neural network for emotion recognition

2024 - BIOMEDICAL SIGNAL PROCESSING AND CONTROL

Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo

SATEER: Subject-Aware Transformer for EEG-Based Emotion Recognition

2024 - INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

Lanzino, Romeo; Avola, Danilo; Fontana, Federico; Cinque, Luigi; Scarcello, Francesco; Foresti, GIAN LUCA

DeepDFA: Automata Learning through Neural Probabilistic Relaxations

2024 - ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS) 2024)

Umili, Elena; Capobianco, Roberto

A Sentence-Embedding-Based Dashboard to Support Teacher Analysis of Learner Concept Maps

2024 - ELECTRONICS

Sciarrone, F.; Temperini, M.

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study

2024 - IEEE ACCESS

Raisa, R. A.; Rodela, A. S.; Yousuf, M. A.; Azad, A.; Alyami, S. A.; Lio, P.; Islam, M. Z.; Pogrebna, G.; Moni, M. A.

Artificial intelligence and advanced technology in glaucoma: a review

2024 - JOURNAL OF PERSONALIZED MEDICINE

Tonti, Emanuele; Tonti, Sofia; Mancini, Flavia; Bonini, Chiara; Spadea, Leopoldo; D'Esposito, Fabiana; Gagliano, Caterina; Musa, Mutali; Zeppieri, Marco

Fast and precise dose estimation for very high energy electron radiotherapy with graph neural networks

2024 - FRONTIERS IN PHYSICS

Arsini, Lorenzo; Caccia, Barbara; Ciardiello, Andrea; De Gregorio, Angelica; Franciosini, Gaia; Giagu, Stefano; Guatelli, Susanna; Muscato, Annalisa; Nicolanti, Francesca; Paino, Jason; Schiavi, Angelo; Mancini-Terracciano, Carlo

A deep learning-based approach for battery life classification

2024 - Proceedings - 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024

Succetti, F.; Dell'Era, A.; Rosato, A.; Fioravanti, A.; Araneo, R.; Panella, M.