Publications

Costanzino, Alex; ZAMA RAMIREZ, Pierluigi; Lisanti, Giuseppe; DI STEFANO, Luigi, Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), «PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION», 2024, pp. 17234 - 17243 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), Seattle WA, USA, 16-22 June 2024) [Contribution to conference proceedings] Open Access

Barakati P.; Bertini F.; Corsi E.; Gabbrielli M.; Montesi D., Luxury Car Data Analysis: A Literature Review, «DATA», 2024, 9, pp. 1 - 20 [Scientific article]

Wong, K. L.; Tse, R.; Tang, S.; Pau, G., Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning, «IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION», 2024, 10, pp. 8199 - 8212 [Scientific article] Open Access

Lin H.; Qiang Z.; Tse R.; Tang S.-K.; Pau G., A few-shot learning method for tobacco abnormality identification, «FRONTIERS IN PLANT SCIENCE», 2024, 15, pp. 1 - 22 [Scientific article]

Merizzi, Fabio; Saillard, Perrine; Acquier, Oceane; Morotti, Elena; Piccolomini, Elena Loli; Calatroni, Luca; Dessì, Rosa Maria, Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc, «HERITAGE SCIENCE», 2024, 12, pp. 1 - 22 [Scientific article] Open Access

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini, Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review, «ACM COMPUTING SURVEYS», 2024, 56, pp. 1 - 35 [Scientific article] Open Access

Lanese I.; Phillips I.; Ulidowski I., An Axiomatic Theory for Reversible Computation, «ACM TRANSACTIONS ON COMPUTATIONAL LOGIC», 2024, 25, pp. 1 - 40 [Scientific article] Open Access

Mora, Alessio; Bujari, Armir; Bellavista, Paolo, Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 157, pp. 1 - 15 [Scientific article] Open Access

Lisanti, Giuseppe; Giambi, Nico, Conditioning diffusion models via attributes and semantic masks for face generation, «COMPUTER VISION AND IMAGE UNDERSTANDING», 2024, 244, pp. 1 - 10 [Scientific article] Open Access

Sabbioni, Andrea; Garbugli, Andrea; Foschini, Luca; Corradi, Antonio; Bellavista, Paolo, Serverless Computing for QoS-Effective NFV in the Cloud Edge, «IEEE COMMUNICATIONS MAGAZINE», 2024, 62, pp. 40 - 46 [Scientific article] Open Access

Sciullo, L.; Trotta, A.; Bosi, S.; Bononi, L.; Di Felice, M., Digital Shadow Sensor Framework for Smart Agriculture: Time Series Prediction Through Data Segmentation and Clustering, in: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2024, pp. 745 - 751 (atti di: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 06-09 January 2024) [Contribution to conference proceedings]

Brunelli, C.; Pappacoda, G.; Zyrianoff, I.; Bononi, L.; Di Felice, M., Water Wastage Detection in Smart Homes Through IoT and Machine Learning, in: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 372 - 375 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, usa, 2024) [Contribution to conference proceedings]

Zhang, B.; Shen, L.; Yao, J.; Wang, T.; Tang, S. K.; Mirri, S., Automatic Tracking Based on Weighted Fusion Back Propagation in UWB for IoT Devices †, «SENSORS», 2024, 24, pp. 1 - 24 [Scientific article] Open Access

Mengozzi, M.; Andruccioli, M.; Mirri, S.; Delnevo, G.; Girau, R., Enhancing Road Safety Through Fitness-to-Drive Metrics: The NextPerception Project on Driver Behavior Analysis and Gamification, in: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE», 2024, pp. 290 - 295 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, Las Vegas, NV, USA, 6-9 January 2024) [Contribution to conference proceedings] Open Access

Delnevo G.; Andruccioli M.; Mirri S., On the Interaction with Large Language Models for Web Accessibility: Implications and Challenges, in: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, usa, 2024) [Contribution to conference proceedings]

Baldelli, D.; Jiang, J.; Aizawa, A.; Torroni, P., TWOLAR: A TWO-Step LLM-Augmented Distillation Method for Passage Reranking, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14608, pp. 470 - 485 (atti di: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, 2024) [Contribution to conference proceedings]

Staffolani, Alessandro; Darvariu, Victor-Alexandru; Foschini, Luca; Girolami, Michele; Bellavista, Paolo; Musolesi, Mirco, PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2024, 21, pp. 3933 - 3944 [Scientific article] Open Access

Franceschelli, Giorgio; Musolesi, Mirco, Creativity and Machine Learning: A Survey, «ACM COMPUTING SURVEYS», 2024, 56, pp. 1 - 41 [Scientific article] Open Access

Laneve C.; Solmonte S.; Veschetti A., A Stochastic Analysis of the Gasper Protocol, in: IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, 2024, pp. 518 - 523 (atti di: IEEE International Conference on Pervasive Computing and Communications, PerCom 2024, Biarritz, Francia, March 11-15, 2024) [Contribution to conference proceedings]

Lami, Pietro; Lanese, Ivan; Stefani, Jean-Bernard; Sacerdoti Coen, Claudio; Fabbretti, Giovanni, Reversible debugging of concurrent Erlang programs: Supporting imperative primitives, «THE JOURNAL OF LOGICAL AND ALGEBRAIC METHODS IN PROGRAMMING», 2024, 138, pp. 1 - 37 [Scientific article] Open Access