This page contains a selection of recent publications by members of the GRAINS group. To view the full list, please consult iris.polito.it.
2025
Conference Paper
IoT and Edge Computing: Applications and Reliability Implications ↗
Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Jiménez-López, Andrés-F.; Jiménez-López, Fabián-R.; Limas-Sierra, Robert; Ramirez-Espinosa, Gustavo; Giusto, Edoardo; Montrucchio, Bartolomeo; Vera-Cely, Oscar-F.; Rodriguez Condia, Josie Esteban
In: Proceedings of the 2025 IEEE 26th Latin American Test Symposium (LATS) — IEEE — 2025 IEEE 26th Latin American Test Symposium (LATS) (San Andres Island (COL)) 11-14 March 2025 — pp.10 (pp.1-10)
DOI: 10.1109/lats65346.2025.10963944
In: Proceedings of the 2025 IEEE 26th Latin American Test Symposium (LATS) — IEEE — 2025 IEEE 26th Latin American Test Symposium (LATS) (San Andres Island (COL)) 11-14 March 2025 — pp.10 (pp.1-10)
DOI: 10.1109/lats65346.2025.10963944
Journal Article
Self-supervised pretraining and quantization for fault tolerant neural networks: friend or foe? ↗
Milazzo, Rosario; Fosson, Sophie M.; Morra, Lia; Sterpone, Luca
IEEE ACCESS — IEEE — Vol.13 pp.17 (pp.75546-75562)
DOI: 10.1109/access.2025.3564834
IEEE ACCESS — IEEE — Vol.13 pp.17 (pp.75546-75562)
DOI: 10.1109/access.2025.3564834
curatela
Workshop: 3D Reconstruction, Digital Twinning, and Simulation for Virtual Experiences (ReDigiTS 2025) ↗
Cannavo, Alberto; Calandra, Davide; Kapralos, Bill; Seinfeld, Sofia; Zang, Congy
IEEE — Vol.Proc. IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) pp.2 (pp.394-395)
DOI: 10.1109/VRW66409.2025.00090
IEEE — Vol.Proc. IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) pp.2 (pp.394-395)
DOI: 10.1109/VRW66409.2025.00090
Conference Paper
ImprovMate: Multimodal AI Assistant for Improv Actor Training ↗
Drago, Riccardo; Sechayk, Yotam; Dogan, Mustafa; Sanna, Andrea; Igarashi, Takeo
In: DIS '25 Companion: Companion Publication of the 2025 ACM Designing Interactive Systems Conference — Association for Computing Machinery (ACM) (STATI UNITI D'AMERICA) — DIS '25: Designing Interactive Systems Conference (Funchal, Madeira (PT)) 5-9 July 2025 — pp.7 (pp.526-532)
DOI: 10.1145/3715668.3736363
In: DIS '25 Companion: Companion Publication of the 2025 ACM Designing Interactive Systems Conference — Association for Computing Machinery (ACM) (STATI UNITI D'AMERICA) — DIS '25: Designing Interactive Systems Conference (Funchal, Madeira (PT)) 5-9 July 2025 — pp.7 (pp.526-532)
DOI: 10.1145/3715668.3736363
Journal Article
Enhancing lettuce classification: Optimizing spectral wavelength selection via CCARS and PLS-DA ↗
Dilillo, N.; Sanna, A.; Belcore, E.; Smith, K.; Piras, M.; Montrucchio, B.; Ferrero, R.
SMART AGRICULTURAL TECHNOLOGY — Elsevier — Vol.11 pp.14
DOI: 10.1016/j.atech.2025.100962
SMART AGRICULTURAL TECHNOLOGY — Elsevier — Vol.11 pp.14
DOI: 10.1016/j.atech.2025.100962
Journal Article
Dealing With Challenged IoT Networks in Hierarchical Federated Learning ↗
Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo
IEEE INTERNET OF THINGS JOURNAL — IEEE — Vol.12 pp.14 (pp.36979-36992)
DOI: 10.1109/JIOT.2025.3580627
IEEE INTERNET OF THINGS JOURNAL — IEEE — Vol.12 pp.14 (pp.36979-36992)
DOI: 10.1109/JIOT.2025.3580627
Conference Paper
A Novel Synthetic Dataset for Broadcast Motorsports Scene Understanding ↗
Rossi, Luca Francesco; Sanna, Andrea; Manuri, Federico; Donna Bianco, Mattia
In: Titolo volume non avvalorato — IARIA Press (STATI UNITI D'AMERICA) — AIMEDIA 2025, The First International Conference on AI-based Media Innovation (Venice (IT)) July 06, 2025 - July 10, 2025 — pp.9 (pp.48-56)
In: Titolo volume non avvalorato — IARIA Press (STATI UNITI D'AMERICA) — AIMEDIA 2025, The First International Conference on AI-based Media Innovation (Venice (IT)) July 06, 2025 - July 10, 2025 — pp.9 (pp.48-56)
Journal Article
AI-aided design for industrial manufacturing: generating synthetic image datasets to train 3D object reconstruction neural networks ↗
Manuri, Federico; De Pace, Francesco; Piparo, Ismaele; Sanna, Andrea
IET COLLABORATIVE INTELLIGENT MANUFACTURING — Wiley — Vol.7 pp.16
DOI: 10.1049/cim2.70039
IET COLLABORATIVE INTELLIGENT MANUFACTURING — Wiley — Vol.7 pp.16
DOI: 10.1049/cim2.70039
Conference Paper
Assessing the Elephant in the Room in Scheduling for Current Hybrid HPC-QC Clusters ↗
Viviani, Paolo; Rocco, Roberto; Barbieri, Matteo; Bettonte, Gabriella; Boella, Elisabetta; Cipollini, Marco; Frassineti, Jonathan; Ganz, Fulvio; Marzella, Sara; Ottaviani, Daniele; Rizzo, Simone; Scionti, Alberto; Vercellino, Chiara; Vitali, Giacomo; Terzo, Olivier; Montrucchio, Bartolomeo; Gregori, Daniele
In: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) — IEEE — International Conference on Dependable Systems and Networks Workshops (DSN-W) (Naples (Italy)) 23-26 June 2025 — pp.4 (pp.184-187)
DOI: 10.1109/dsn-w65791.2025.00059
In: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) — IEEE — International Conference on Dependable Systems and Networks Workshops (DSN-W) (Naples (Italy)) 23-26 June 2025 — pp.4 (pp.184-187)
DOI: 10.1109/dsn-w65791.2025.00059
Conference Paper
FMR-DBv2: an Improved Database for Mask and Respirator Type and FFP Protection Level Recognition Through Deep Learning ↗
Marceddu, Antonio Costantino; Dilillo, Nicola; Di Sergio, Luigi; Ruiu, Pietro; Lagorio, Andrea; Casu, Filippo; Grosso, Enrico; Ferrero, Renato; Montrucchio, Bartolomeo
In: 2025 International Joint Conference on Neural Networks (IJCNN) — IEEE (STATI UNITI D'AMERICA) — 2025 International Joint Conference on Neural Networks (IJCNN) (Rome (Italy)) June 30 - July 5, 2025 — pp.8 (pp.1-8)
DOI: 10.1109/IJCNN64981.2025.11228494
In: 2025 International Joint Conference on Neural Networks (IJCNN) — IEEE (STATI UNITI D'AMERICA) — 2025 International Joint Conference on Neural Networks (IJCNN) (Rome (Italy)) June 30 - July 5, 2025 — pp.8 (pp.1-8)
DOI: 10.1109/IJCNN64981.2025.11228494
Conference Paper
UAV In-Flight Monitoring Approach Through Interaction Between AR Visualization and Embedded Optical Fiber Sensors ↗
Marceddu, Antonio C.; Aimasso, Alessandro; Bertone, Matteo; Montrucchio, Bartolomeo; Maggiore, Paolo; Dalla Vedova, Matteo Davide Lorenzo
In: 2025 IEEE 12th International Workshop on Metrology for AeroSpace — IEEE (STATI UNITI D'AMERICA) — 2025 IEEE 12th International Workshop on Metrology for AeroSpace (Naples) June 18-20, 2025 — pp.6 (pp.198-203)
DOI: 10.1109/metroaerospace64938.2025.11114500
In: 2025 IEEE 12th International Workshop on Metrology for AeroSpace — IEEE (STATI UNITI D'AMERICA) — 2025 IEEE 12th International Workshop on Metrology for AeroSpace (Naples) June 18-20, 2025 — pp.6 (pp.198-203)
DOI: 10.1109/metroaerospace64938.2025.11114500
Conference Paper
A metaverse-ready virtual conference environment with LLM-based recommendations for contents and networking opportunities ↗
Visconti, Alessandro; Calandra, Davide; Cannavo', Alberto; Ramasubramaniam, Kousik Sankar; Behmann, Fawzi; Almuhtadi, Wahab; Lamberti, Fabrizio
In: Proc. 2025 IEEE 4th International Conference on Intelligent Reality (ICIR 2025) — IEEE — 2025 IEEE 4th International Conference on Intelligent Reality (ICIR 2025) (Boston (USA)) November 16 - 18, 2025 — pp.4 (pp.1-4)
DOI: 10.1109/ICIR68135.2025.11361564
In: Proc. 2025 IEEE 4th International Conference on Intelligent Reality (ICIR 2025) — IEEE — 2025 IEEE 4th International Conference on Intelligent Reality (ICIR 2025) (Boston (USA)) November 16 - 18, 2025 — pp.4 (pp.1-4)
DOI: 10.1109/ICIR68135.2025.11361564
Conference Paper
Dynamic Solutions for Hybrid Quantum-HPC Resource Allocation ↗
Rocco, Roberto; Rizzo, Simone; Barbieri, Matteo; Bettonte, Gabriella; Boella, Elisabetta; Ganz, Fulvio; Iserte, Sergio; Peña, Antonio J.; Sandås, Petter; Scionti, Alberto; Terzo, Olivier; Vercellino, Chiara; Vitali, Giacomo; Viviani, Paolo; Frassineti, Jonathan; Marzella, Sara; Ottaviani, Daniele; Colonnelli, Iacopo; Gregori, Daniele
In: 2025 IEEE International Conference on Quantum Computing and Engineering (QCE) — IEEE Computer Society — 2025 IEEE International Conference on Quantum Computing and Engineering (QCE) (Albuquerque, NM (USA)) 30 August 2025 - 05 September 2025 — pp.7 (pp.34-40)
DOI: 10.1109/QCE65121.2025.10289
In: 2025 IEEE International Conference on Quantum Computing and Engineering (QCE) — IEEE Computer Society — 2025 IEEE International Conference on Quantum Computing and Engineering (QCE) (Albuquerque, NM (USA)) 30 August 2025 - 05 September 2025 — pp.7 (pp.34-40)
DOI: 10.1109/QCE65121.2025.10289
Conference Paper
Extended Reality for Space and Astronautical Engineering Applications ↗
Matonti, Catello Leonardo; Manuri, Federico; Romano, Marcello
In: Proceedings of the International Astronautical Congress, IAC — International Astronautical Federation — 76h International Astronautical Congress, IAC 2025 (Sydney (AUS)) 29 September - 3 October 2025 — pp.15 (pp.1-15)
In: Proceedings of the International Astronautical Congress, IAC — International Astronautical Federation — 76h International Astronautical Congress, IAC 2025 (Sydney (AUS)) 29 September - 3 October 2025 — pp.15 (pp.1-15)
Conference Paper
Making Smart Contracts Easier To Understand ↗
Napoli, Emanuele Antonio; Gangemi, Lorenzo; Meneguzzo, Silvio; Romani, Noemi; Gatteschi, Valentina
In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) — Institute of Electrical and Electronics Engineers — 49th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2025 (Toronto (CAN)) 8-11 July 2025 — pp.6 (pp.1752-1757)
DOI: 10.1109/compsac65507.2025.00238
In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) — Institute of Electrical and Electronics Engineers — 49th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2025 (Toronto (CAN)) 8-11 July 2025 — pp.6 (pp.1752-1757)
DOI: 10.1109/compsac65507.2025.00238
Conference Paper
Explaining Concept Drift via Neuro-Symbolic Rules ↗
Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia
CEUR WORKSHOP PROCEEDINGS — In: Proceedings of TRUST-AI 2025 - The European Workshop on Trustworthy AI — CEUR — European Workshop on Trustworthy AI (TRUST-AI) (Bologna (ITA)) 25-26 ottobre 2025 — Vol.4132 pp.12 (pp.61-72)
CEUR WORKSHOP PROCEEDINGS — In: Proceedings of TRUST-AI 2025 - The European Workshop on Trustworthy AI — CEUR — European Workshop on Trustworthy AI (TRUST-AI) (Bologna (ITA)) 25-26 ottobre 2025 — Vol.4132 pp.12 (pp.61-72)
Conference Paper
Blockchain-Based Source-to-Source News Verification ↗
Butera, A.; Staszczak, J.; Mikalef, P.; Gatteschi, V.
In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) — IEEE — 49th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2025 (Toronto, ON (CAN)) 08-11 July 2025 — pp.6 (pp.1734-1739)
DOI: 10.1109/COMPSAC65507.2025.00235
In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) — IEEE — 49th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2025 (Toronto, ON (CAN)) 08-11 July 2025 — pp.6 (pp.1734-1739)
DOI: 10.1109/COMPSAC65507.2025.00235
Conference Paper
A metaverse standard based on AI data coding ↗
Chiariglione, Leonardo; Cannavo', Alberto; Chollet, Gérard; Kudumakis, Panos; Sansen, Hugues; Bosi, Marina; Menezes, Paulo
In: 2025 IEEE 4rd International Conference on Intelligent Reality (ICIR 2025) — IEEE — 2025 IEEE 4rd International Conference on Intelligent Reality (ICIR 2025) (Boston, MA (USA)) November 16-18, 2025 — pp.9
DOI: 10.1109/ICIR68135.2025.11361607
In: 2025 IEEE 4rd International Conference on Intelligent Reality (ICIR 2025) — IEEE — 2025 IEEE 4rd International Conference on Intelligent Reality (ICIR 2025) (Boston, MA (USA)) November 16-18, 2025 — pp.9
DOI: 10.1109/ICIR68135.2025.11361607
Journal Article
Designing accessible museum experiences in virtual reality for individuals with Autism Spectrum Disorder ↗
Fiorenza, Jacopo; Calandra, Davide; Osello, Anna; Lamberti, Fabrizio
DIGITAL APPLICATIONS IN ARCHAEOLOGY AND CULTURAL HERITAGE — Elsevier — Vol.39 pp.24
DOI: 10.1016/j.daach.2025.e00471
DIGITAL APPLICATIONS IN ARCHAEOLOGY AND CULTURAL HERITAGE — Elsevier — Vol.39 pp.24
DOI: 10.1016/j.daach.2025.e00471
Conference Paper
Conformity assessment of a multi-sensor device for indoor environmental quality monitoring ↗
Fissore, Virginia Isabella; Sgro, Davide; Khosravi, Reyhaneh; Baracani, Manuela; Barbaro, Alberto; Chiavassa, Pietro; Clerico, Marina; Fantucci, Stefano; Favoino, Fabio; Fiori, Franco; Gallione, Davide; Lorenzati, Alice; Mastromatteo, Nicole; Montrucchio, Bartolomeo; Puglisi, Giuseppina Emma; Raviola, Erica; Piccablotto, Gabriele; Pellegrino, Anna; Servetti, Antonio; Shtrepi, Louena; Carullo, Alessio; Astolfi, Arianna
In: Titolo volume non avvalorato — IEEE — IEEE International Workshop on Metrology for Living Environment (Venezia, Italia) 11-13 giugno 2025 — pp.6
DOI: 10.1109/MetroLivEnv64961.2025.11107170
In: Titolo volume non avvalorato — IEEE — IEEE International Workshop on Metrology for Living Environment (Venezia, Italia) 11-13 giugno 2025 — pp.6
DOI: 10.1109/MetroLivEnv64961.2025.11107170
Book Chapter
Nuovi strumenti per l’inclusione ↗
Calandra, Davide; Ann Evans Shields, Jennifer
DISÉGNO — Il disegno virtuale del reale — FrancoAngeli (ITALIA) — pp.11 (pp.173-183)
DISÉGNO — Il disegno virtuale del reale — FrancoAngeli (ITALIA) — pp.11 (pp.173-183)
Conference Paper
Smart Contract Visualization: Solutions and Challenges ↗
Napoli, Emanuele Antonio; Spada, Ivan; Romani, Noemi; Gatteschi, Valentina; Schifanella, Claudio
CEUR WORKSHOP PROCEEDINGS — In: Proceedings of the Seventh Distributed Ledger Technology Workshop (DLT 2025) — CEUR — DLT 2025: 7th Distributed Ledger Technologies Workshop (Pizzo, VV (ITA)) June 12-14 2025 — Vol.4105 pp.17
CEUR WORKSHOP PROCEEDINGS — In: Proceedings of the Seventh Distributed Ledger Technology Workshop (DLT 2025) — CEUR — DLT 2025: 7th Distributed Ledger Technologies Workshop (Pizzo, VV (ITA)) June 12-14 2025 — Vol.4105 pp.17
Conference Paper
A preventive and participatory approach to ergonomics through simulated and immersive environments ↗
Cavatorta, Maria Pia; Manuri, Federico; Sanna, Andrea; Lamacchia, Sebastiano; Carnazzo, Chiara; Spada, Stefania
In: PREMUS 2025 12th International Scientific Conference on the Prevention of Work-Related Musculoskeletal Disorders. — German Medical Science GMS Publishing House (GERMANIA) — PREMUS 2025: 12th International Scientific Conference on the Prevention of Work-Related Musculoskeletal Disorders (Tübingen (Germany)) 9-12 settembre 2025
DOI: 10.3205/25premus150
In: PREMUS 2025 12th International Scientific Conference on the Prevention of Work-Related Musculoskeletal Disorders. — German Medical Science GMS Publishing House (GERMANIA) — PREMUS 2025: 12th International Scientific Conference on the Prevention of Work-Related Musculoskeletal Disorders (Tübingen (Germany)) 9-12 settembre 2025
DOI: 10.3205/25premus150
Journal Article
How AI-based Computer Vision Algorithms Are Impacting The Sports Industry: A Survey ↗
Rossi, Luca Francesco; Sanna, Andrea; Manuri, Federico; Donna Bianco, Mattia
DISCOVER ARTIFICIAL INTELLIGENCE — Springer — Vol.5 pp.54
DOI: 10.1007/s44163-025-00586-1
DISCOVER ARTIFICIAL INTELLIGENCE — Springer — Vol.5 pp.54
DOI: 10.1007/s44163-025-00586-1