L. Valerio

Most-cited papers

Federated Feature Selection for Cyber-Physical Systems of Systems
P. Cassará, A. Gotta, L. Valerio
2021IEEE Transactions on Vehicular Technology46 citations Open access
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A communication efficient distributed learning framework for smart environments
L. Valerio, A. Passarella, M. Conti
2017Pervasive and Mobile Computing31 citations Open access
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Energy efficient distributed analytics at the edge of the network for IoT environments
L. Valerio, M. Conti, A. Passarella
2018Pervasive and Mobile Computing30 citations Open access
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Extracting human mobility and social behavior from location-aware traces
E. Pagani, L. Valerio, G. P. Rossi, F. Alberti +11 more
2013Wireless Communications and Mobile Computing28 citations
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A joint multicast/D2D learning-based approach to LTE traffic offloading
Filippo Rebecchi, L. Valerio, Raffaele Bruno, V. Conan +2 more
2015Computer Communications26 citations Open access
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An opportunistic platform for Android-based mobile devices
P. Meroni, E. Pagani, G. P. Rossi, L. Valerio
2010International Workshop on Mobile Opportunistic Networks24 citations Open access
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Anomaly Detection Through Unsupervised Federated Learning
Mirko Nardi, L. Valerio, A. Passarella
2022International Conference on Mobile Ad-hoc and Sensor Networks23 citations Open access
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Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments
L. Valerio, A. Passarella, M. Conti
2016International Conference on Smart Computing23 citations Open access
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Cellular traffic offloading via opportunistic networking with reinforcement learning
L. Valerio, Raffaele Bruno, A. Passarella
2015Computer Communications22 citations Open access
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MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments
D. Bajović, A. Bakhtiarnia, George N. Bravos, A. Brutti +43 more
20212021 International Balkan Conference on Communications and Networking (BalkanCom)19 citations
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Dynamic Hard Pruning of Neural Networks at the Edge of the Internet
L. Valerio, Franco Maria Nardini, A. Passarella, R. Perego
2020Journal of Network and Computer Applications19 citations Open access
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Weak social ties improve content delivery in behavior-aware opportunistic networks
E. Pagani, L. Valerio, G. P. Rossi
2015Ad hoc networks19 citations
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Adaptive data offloading in opportunistic networks through an actor-critic learning method
L. Valerio, Raffaele Bruno, A. Passarella
2014CHANTS '1419 citations
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Impact of network topology on the performance of Decentralized Federated Learning
L. Palmieri, C. Boldrini, L. Valerio, A. Passarella +1 more
2024Comput. Networks18 citations
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Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning
L. Valerio, A. Passarella, M. Conti
2016International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow18 citations Open access
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The effect of network topologies on fully decentralized learning: a preliminary investigation
L. Palmieri, L. Valerio, C. Boldrini, A. Passarella
2023NetAISys@MobiSys16 citations Open access
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Offloading cellular traffic with opportunistic networks: a feasibility study
L. Valerio, F. Ben Abdesslemy, A. Lindgreny, Raffaele Bruno +2 more
20152015 14th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)13 citations Open access
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Scalable data dissemination in opportunistic networks through cognitive methods
L. Valerio, A. Passarella, M. Conti, E. Pagani
2015Pervasive and Mobile Computing13 citations
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Autonomic cognitive-based data dissemination in Opportunistic Networks
L. Valerio, M. Conti, E. Pagani, A. Passarella
2013IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks11 citations
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Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach
L. Valerio, A. Passarella, M. Conti
2017IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks10 citations
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FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher
Alessio Mora, L. Valerio, Paolo Bellavista, A. Passarella
2024arXiv.org9 citations
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Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial
Mirko Nardi, L. Valerio, A. Passarella
2021LIDTA@ECML/PKDD9 citations
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A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks
M. Mordacchini, L. Valerio, M. Conti, A. Passarella
2013IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks9 citations Open access
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Training a network of mobile neurons
B. Apolloni, S. Bassis, L. Valerio
2011The 2011 International Joint Conference on Neural Networks9 citations
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Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity
L. Valerio, C. Boldrini, A. Passarella, János Kertész +2 more
2023arXiv.org8 citations
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Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks
M. Mordacchini, L. Valerio, M. Conti, A. Passarella
2016Computer Communications8 citations Open access
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Relevance regression learning with support vector machines
B. Apolloni, D. Malchiodi, L. Valerio
20108 citations
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Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios
L. Palmieri, C. Boldrini, L. Valerio, A. Passarella +1 more
2023International Conference on Information and Communication Technologies for Disaster Management7 citations Open access
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Here&now: data-centric local social interactions through opportunistic networks: demo
Teemu Kärkkäinen, P. Houghton, L. Valerio, A. Passarella +1 more
2016CHANTS@MOBICOM5 citations
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Discovering regression data quality through clustering methods
D. Malchiodi, S. Bassis, L. Valerio
2009Italian Workshop on Neural Nets4 citations
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Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks
S. Bano, Achilles Machumilane, L. Valerio, P. Cassará +1 more
20222022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)3 citations Open access
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Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions
Mirko Nardi, L. Valerio, A. Passarella
2024Future generations computer systems2 citations Open access
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Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario
Mirko Nardi, L. Valerio, A. Passarella
2023Ital-IA2 citations
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Optimising Cost vs Accuracy of Decentralised Analytics in Fog Computing Environments
L. Valerio, A. Passarella, M. Conti
2020IEEE Transactions on Network Science and Engineering1 citations Open access
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Stratégie d'apprentissage pour le multicast LTE avec communications D2D
F. Rebecchi, L. Valerio, Raffaele Bruno, Vania Conan +2 more
20161 citations
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Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems
B. Apolloni, S. Bassis, E. Pagani, G. P. Rossi +1 more
2011IEEE Transactions on Neural Networks1 citations Open access
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Wireless Domotic: An Enabling Platform for Granular Intelligence
B. Apolloni, S. Bassis, G. Galliani, L. Valerio
2010International Conference on Frontiers of Information Technology1 citations
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Neural Network Compression by Approximate Differential Equivalence
Ravi Dhiman, A. Passarella, M. Tribastone, L. Valerio
2026arXiv.org0 citations
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Special Section on Opportunistic Communication and Computation
L. Valerio, M. Mordacchini
2016Computer Communications0 citations
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Philippines Smart App Voting System a Mobile Voting System
J. Lyn, V. Abamo, M. Regin, S. Abamo +2 more
20160 citations
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Application of a Cognitive-Inspired Algorithm for Detecting Communities in Mobility Networks
E. Massaro, A. Guazzini, L. Valerio, Andrea Passerella +1 more
2013International Conference on Cloud and Green Computing0 citations Open access
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A local algorithm for detecting community structures in dynamic networks
E. Massaro, L. Valerio, A. Guazzini, A. Passarella +1 more
2013arXiv.org0 citations
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Stochastic mobility models in space and time
L. Valerio
20130 citations
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A unified learning space for a network of mobile neurons
B. Apolloni, S. Bassis, L. Valerio
2011Italian Workshop on Neural Nets0 citations
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Kinetic Morphogenesis of a Multilayer Perceptron
B. Apolloni, S. Bassis, L. Valerio
2011International Joint Conference on Computational Intelligence0 citations Open access
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Do Androids dream of Opportunistic Applications ?
V. Arnaboldi, M. Matozzo, P. Meroni, P. Meroni +1 more
20090 citations
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Toward a space-time mobility model for social communities
B. Apolloni, S. Bassis, L. Valerio
2009Italian Workshop on Neural Nets0 citations
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Hypothesis Transfer Learning for Distributed Knowledge Extraction by Intelligent Machines
L. Valerio, M. Conti
0 citations
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