Pubblicazioni
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Lopez-Lopez E.; Regueiro C.V.; Pardo X.M.; Franco A.; Lumini A., Towards a self-sufficient face verification system, «EXPERT SYSTEMS WITH APPLICATIONS», 2021, 174, pp. 1 - 15 [Articolo in rivista] Open Access
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Baldissera D.; Nanni L.; Brahnam S.; Lumini A., Postprocessing for skin detection, «JOURNAL OF IMAGING», 2021, 7, pp. 1 - 14 [Articolo in rivista] Open Access
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Nanni L.; Minchio G.; Brahnam S.; Sarraggiotto D.; Lumini A., Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks, «SENSORS», 2021, 21, pp. 1 - 15 [Articolo in rivista] Open Access
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Nanni L.; Paci M.; Brahnam S.; Lumini A., Comparison of different image data augmentation approaches, «JOURNAL OF IMAGING», 2021, 7, pp. 1 - 13 [Articolo in rivista] Open Access
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Lumini, Alessandra; Nanni, Loris; Maguolo, Gianluca, Deep Ensembles Based on Stochastic Activations for Semantic Segmentation, «SIGNALS», 2021, 2, pp. 820 - 833 [Articolo in rivista] Open Access
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Lumini, Alessandra; Nanni, Loris; Scattolaro, Luca; Maguolo, Gianluca, Image orientation detection by ensembles of Stochastic CNNs, «MACHINE LEARNING WITH APPLICATIONS», 2021, 6, pp. 1 - 9 [Articolo in rivista] Open Access
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Liu, Tong; Amadini, Roberto; Gabbrielli, Maurizio; Mauro, Jacopo, sunny-as2: Enhancing SUNNY for Algorithm Selection, «THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH», 2021, 72, pp. 329 - 376 [Articolo in rivista] Open Access
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Moro G.; Valgimigli L., Efficient self-supervised metric information retrieval: A bibliography based method applied to covid literature, «SENSORS», 2021, 21, pp. 1 - 20 [Articolo in rivista] Open Access
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Bellavista, Paolo; Foschini, Luca; Mora, Alessio, Decentralised Learning in Federated Deployment Environments, «ACM COMPUTING SURVEYS», 2021, 54, pp. 1 - 38 [Articolo in rivista] Open Access
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Bellavista P.; Giannelli C.; Mamei M.; Mendula M.; Picone M., Application-Driven Network-Aware Digital Twin Management in Industrial Edge Environments, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2021, 17, pp. 7791 - 7801 [Articolo in rivista] Open Access
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Jain A.; Pattanaik K.K.; Kumar A.; Bellavista P., Energy and congestion aware routing based on hybrid gradient fields for wireless sensor networks, «WIRELESS NETWORKS», 2021, 27, pp. 175 - 193 [Articolo in rivista] Open Access
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Khowaja, Sunder Ali; Dev, Kapal; Khowaja, Parus; Bellavista, Paolo, Toward Energy-Efficient Distributed Federated Learning for 6G Networks, «IEEE WIRELESS COMMUNICATIONS», 2021, 28, pp. 34 - 40 [Articolo in rivista] Open Access
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Bellavista P.; Corradi A.; Edmonds A.; Foschini L.; Zanni A.; Bohnert T.M., Elastic Provisioning of Stateful Telco Services in Mobile Cloud Networking, «IEEE TRANSACTIONS ON SERVICES COMPUTING», 2021, 14, pp. 710 - 723 [Articolo in rivista] Open Access
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Al Jawarneh I.M.; Bellavista P.; Corradi A.; Foschini L.; Montanari R., Efficient QoS-Aware Spatial Join Processing for Scalable NoSQL Storage Frameworks, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2021, 18, pp. 2437 - 2449 [Articolo in rivista] Open Access
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Bouloukakis, Georgios; Benson, Kyle; Scalzotto, Luca; Bellavista, Paolo; Grant, Casey; Issarny, Valérie; Mehrotra, Sharad; Moscholios, Ioannis; Venkatasubramanian, Nalini, PrioDeX: A Data Exchange Middleware for Efficient Event Prioritization in SDN-Based IoT Systems, «ACM TRANSACTIONS ON THE INTERNET OF THINGS», 2021, 2, pp. 1 - 32 [Articolo in rivista] Open Access
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Bharti S.; Pattanaik K.K.; Bellavista P., Value of information based sensor ranking for efficient sensor service allocation in service oriented wireless sensor networks, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2021, 9, pp. 823 - 838 [Articolo in rivista] Open Access
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Muhammad K.; Hussain T.; Rodrigues J.J.P.C.; Bellavista P.; De Macedo A.R.L.; De Albuquerque V.H.C., Efficient and Privacy Preserving Video Transmission in 5G-Enabled IoT Surveillance Networks: Current Challenges and Future Directions, «IEEE NETWORK», 2021, 35, pp. 26 - 33 [Articolo in rivista] Open Access
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Parah S.A.; Kaw J.A.; Bellavista P.; Loan N.A.; Bhat G.M.; Muhammad K.; De Albuquerque V.H.C., Efficient Security and Authentication for Edge-Based Internet of Medical Things, «IEEE INTERNET OF THINGS JOURNAL», 2021, 8, pp. 15652 - 15662 [Articolo in rivista] Open Access
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Hernandez-Ramos J.L.; Matheu S.N.; Feraudo A.; Baldini G.; Bernabe J.B.; Yadav P.; Skarmeta A.; Bellavista P., Defining the Behavior of IoT Devices through the MUD Standard: Review, Challenges, and Research Directions, «IEEE ACCESS», 2021, 9, pp. 126265 - 126285 [Articolo in rivista] Open Access
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Audrito G.; Pianini D.; Damiani F.; Viroli M., Aggregate centrality measures for IoT-based coordination, «SCIENCE OF COMPUTER PROGRAMMING», 2021, 203, pp. 1 - 22 [Articolo in rivista] Open Access