Pubblicazioni

A Real-Time Support with Haptic Feedback for Safer Driving Using Monocular Camera

2025 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
De Magistris, G.; Guercio, L.; Starna, F.; Russo, S.; Kryvinska, N.; Napoli, C.

Spatio-temporal transformers for decoding neural movement control

2025 - JOURNAL OF NEURAL ENGINEERING
Candelori, Benedetta; Bardella, Giampiero; Spinelli, Indro; Ramawat, Surabhi; Pani, Pierpaolo; Ferraina, Stefano; Scardapane, Simone

Intelligenza artificiale nell'impresa. Tra organizzazione e spersonalizzazione

2025 -
Pacileo, Francesco

Influence based explainability of brain tumors segmentation in magnetic resonance imaging

2025 - PROGRESS IN ARTIFICIAL INTELLIGENCE
Torda, Tommaso; Ciardiello, Andrea; Gargiulo, Simona; Grillo, Greta; Scardapane, Simone; Voena, Cecilia; Giagu, Stefano

Graph Neural Networks: Architectures, Applications, and Future Directions

2025 - IEEE ACCESS
Ponzi, V.; Napoli, C.

Comparative Evaluation of Machine Learning-Based Radiomics and Deep Learning for Breast Lesion Classification in Mammography

2025 - DIAGNOSTICS
Stefano, Alessandro; Bini, Fabiano; Giovagnoli, Eleonora; Dimarco, Mariangela; Lauciello, Nicolò; Narbonese, Daniela; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio; D'Angelo, Ildebrando

Diagnostic applications of artificial intelligence in chronic rhinosinusitis: A systematic review

2025 - ACTA BIO-MEDICA DE L'ATENEO PARMENSE
Loperfido, A.; Minniti, R. M.; Maiorano, E.; Cavaliere, C.; Sireci, F.; Taboni, S.; Zocchi, J.; D'Alessio, P.

Quantized Auto Encoder-Based Anomaly Detection for Multivariate Time Series Data in 5G Networks

2025 - IEEE ACCESS
Trappolini, Giovanni; Purificato, Antonio; Siciliano, Federico; D'Addona, Luigi; Spagnolo, Anna Maria; Dato, Domenico; Silvestri, Fabrizio

Deep echo state network for environmental sound classification

2025 - Advanced Neural Artificial Intelligence: Theories and Applications
Scarpiniti, Michele; Perticarà, Sofia; Lee, Yong-Cheol; Uncini, Aurelio

Rainfall nowcasting models: state of the art and possible future perspectives

2025 - HYDROLOGICAL SCIENCES JOURNAL
De Luca, D. L.; Napolitano, F.; Kim, D.; Onof, C.; Biondi, D.; Wang, L. -P.; Russo, F.; Ridolfi, E.; Moccia, B.; Marconi, F.

Adversarial denoising of EEG signals: a comparative analysis of standard GAN and WGAN-GP approaches

2025 - FRONTIERS IN HUMAN NEUROSCIENCE
Tibermacine, I. E.; Russo, S.; Citeroni, F.; Mancini, G.; Rabehi, A.; Alharbi, A. H.; El-kenawy, E. -S. M.; Napoli, C.

Automatic generation of synthetic heritage point clouds: Analysis and segmentation based on shape grammar for historical vaults

2024 - JOURNAL OF CULTURAL HERITAGE
Battini, C; Ferretti, U; De Angelis, G; Pierdicca, R; Paolanti, M; Quattrini, R

A Scalogram-Based CNN Approach for Audio Classification in Construction Sites

2024 - APPLIED SCIENCES
Scarpiniti, M; Parisi, R; Lee, Yc

ArcheoWeedNet: Weed Classification in the Parco archeologico del Colosseo

2024 - Image Analysis and Processing - ICIAP 2023 Workshops
Saurio, G.; Muscas, M.; Spinelli, I.; Rughetti, V.; Della Giovampaola, I.; Scardapane, S.

Artificial intelligence applied to image-guided radiation therapy (IGRT): a systematic review by the Young Group of the Italian Association of Radiotherapy and Clinical Oncology (yAIRO)

2024 - LA RADIOLOGIA MEDICA
Boldrini, Luca; D'Aviero, Andrea; De Felice, Francesca; Desideri, Isacco; Grassi, Roberta; Greco, Carlo; Iorio, Giuseppe Carlo; Nardone, Valerio; Piras, Antonio; Salvestrini, Viola

Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study

2024 - FRONTIERS IN HUMAN NEUROSCIENCE
Russo, S.; Tibermacine, I. E.; Tibermacine, A.; Chebana, D.; Nahili, A.; Starczewscki, J.; Napoli, C.

Harnessing Deep Learning and Reinforcement Learning Synergy as a Form of Strategic Energy Optimization in Architectural Design: A Case Study in Famagusta, North Cyprus

2024 - BUILDINGS
Karimi, H.; Adibhesami, M. A.; Hoseinzadeh, S.; Salehi, A.; Groppi, D.; Astiaso Garcia, D.

D4D: An RGBD diffusion model to boost monocular depth estimation

2024 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
Papa, Lorenzo; Russo, Paolo; Amerini, Irene

A deep learning enhanced inverse scattering framework for microwave imaging of piece-wise homogeneous targets

2024 - INVERSE PROBLEMS
Yago Ruiz, I.; Nikolic Stevanovic, M.; Cavagnaro, M.; Crocco, L.

Assessment of the current and emerging criteria for the histopathological classification of lung neuroendocrine tumours in the lungNENomics project

2024 - ESMO OPEN
Mathian, É.; Drouet, Y.; Sexton-Oates, A.; Papotti, M. G.; Pelosi, G.; Vignaud, J. -M.; Brcic, L.; Mansuet-Lupo, A.; Damiola, F.; Altun, C.; Berthet, J. -P.; Fournier, C. B.; Brustugun, O. T.; Centonze, G.; Chalabreysse, L.; de Montpréville, V. T.; di Micco, C. M.; Fadel, E.; Gadot, N.; Graziano, P.; Hofman, P.; Hofman, V.; Lacomme, S.; Lund-Iversen, M.; Mangiante, L.; Milione, M.; Muscarella, L. A.; Perrin, C.; Planchard, G.; Popper, H.; Rousseau, N.; Roz, L.; Sabella, G.; Tabone-Eglinger, S.; Voegele, C.; Volante, M.; Walter, T.; Dingemans, A. -M.; Moonen, L.; Speel, E. J.; Derks, J.; Girard, N.; Chen, L.; Alcala, N.; Fernandez-Cuesta, L.; Lantuejoul, S.; Foll, M.

The use of Artificial Intelligence in liver histopathology field: a systematic review

2024 - DIAGNOSTICS
Grignaffini, F.; Barbuto, F.; Troiano, M.; Piazzo, L.; Simeoni, P.; Mangini, F.; De Stefanis, C.; Onetti Muda, A.; Frezza, F.; Alisi, A.

Disaggregating Death Rates of Age-Groups Using Deep Learning Algorithms

2024 - JOURNAL OF OFFICIAL STATISTICS
Nigri, Andrea; Levantesi, Susanna; Scognamiglio, Salvatore

Advances and Challenges in Computer Vision for Image-Based Plant Disease Detection: A Comprehensive Survey of Machine and Deep Learning Approaches

2024 - IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
Syed Asif Ahmad, Qadri; Nen-Fu, Huang; TAIBA MAJID, TAIBA MAJID; Showkat Ahmad, Bhat

Early-Season Crop Mapping by PRISMA Images Using Machine/Deep Learning Approaches: Italy and Iran Test Cases

2024 - REMOTE SENSING
Mirzaei, Saham; Pascucci, Simone; Carfora, Maria Francesca; Casa, Raffaele; Rossi, Francesco; Santini, Federico; Palombo, Angelo; Laneve, Giovanni; Pignatti, Stefano

Novel Approaches for Early Detection of Retinal Diseases Using Artificial Intelligence

2024 - JOURNAL OF PERSONALIZED MEDICINE
Saverio Sorrentino, Francesco; Gardini, Lorenzo; Fontana, Luigi; Mutali, Musa; Gabai, Andrea; Maniaci, Antonino; Lavalle, Salvatore; D'Esposito, Fabiana; Russo, Andrea; Longo, Antonio; Surico, PIER LUIGI; Gagliano, Caterina; Zeppieri, Marco

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