A communication efficient distributed learning framework for smart environments L Valerio, A Passarella, M Conti Pervasive and Mobile Computing 41, 46-68, 2017 | 36 | 2017 |
Energy efficient distributed analytics at the edge of the network for IoT environments L Valerio, M Conti, A Passarella Pervasive and Mobile Computing 51, 27-42, 2018 | 33 | 2018 |
An opportunistic platform for android-based mobile devices P Meroni, E Pagani, GP Rossi, L Valerio Proceedings of the Second International Workshop on Mobile Opportunistic …, 2010 | 33 | 2010 |
Federated feature selection for cyber-physical systems of systems P Cassará, A Gotta, L Valerio IEEE Transactions on Vehicular Technology 71 (9), 9937-9950, 2022 | 29 | 2022 |
Hypothesis transfer learning for efficient data computing in smart cities environments L Valerio, A Passarella, M Conti 2016 IEEE International Conference on Smart Computing (SMARTCOMP), 1-8, 2016 | 28 | 2016 |
A joint multicast/D2D learning-based approach to LTE traffic offloading F Rebecchi, L Valerio, R Bruno, V Conan, MD De Amorim, A Passarella Computer Communications 72, 26-37, 2015 | 26 | 2015 |
Accuracy vs. traffic trade-off of Learning IoT Data Patterns at the Edge with Hypothesis Transfer Learning L Valerio, A Passarella, M Conti 2nd International Forum on Research and Technologies for Society and Industry, 2016 | 25 | 2016 |
Weak social ties improve content delivery in behavior-aware opportunistic networks E Pagani, L Valerio, GP Rossi Ad Hoc Networks 25, 314-329, 2015 | 25 | 2015 |
Adaptive data offloading in opportunistic networks through an actor-critic learning method L Valerio, R Bruno, A Passarella Proceedings of the 9th ACM MobiCom workshop on Challenged networks, 31-36, 2014 | 25 | 2014 |
Cellular traffic offloading via Opportunistic Networking with Reinforcement Learning L Valerio, R Bruno, A Passarella Computer Communications, 2015 | 23 | 2015 |
Training a network of mobile neurons B Apolloni, S Bassis, L Valerio The 2011 International Joint Conference on Neural Networks, 1683-1691, 2011 | 22 | 2011 |
Offloading cellular traffic with opportunistic networks: a feasibility study L Valerio, FB Abdesslemy, A Lindgreny, R Bruno, A Passarella, M Luoto 2015 14th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET), 1-8, 2015 | 17 | 2015 |
Scalable data dissemination in opportunistic networks through cognitive methods L Valerio, A Passarella, M Conti, E Pagani Pervasive and Mobile Computing 16, 115-135, 2015 | 17 | 2015 |
Marvel: Multimodal extreme scale data analytics for smart cities environments D Bajovic, A Bakhtiarnia, G Bravos, A Brutti, F Burkhardt, D Cauchi, ... 2021 International Balkan Conference on Communications and Networking …, 2021 | 15 | 2021 |
Autonomic Cognitive-based Data Dissemination in Opportunistic Networks L Valerio, M Conti, E Pagani, A Passarella The 14th International Symposium on a World of Wireless, Mobile and …, 2013 | 14 | 2013 |
A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks M Mordacchini, L Valerio, M Conti, A Passarella IEEE WoWMoM workshop on Autonomic and Opportunistic Communications, 2013 | 12 | 2013 |
Relevance regression learning with support vector machines B Apolloni, D Malchiodi, L Valerio Nonlinear Analysis: Theory, Methods & Applications 73 (9), 2855-2867, 2010 | 12 | 2010 |
Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach L Valerio, A Passarella, M Conti 2017 IEEE 18th International Symposium on "A World of Wireless, Mobile and …, 2017 | 10 | 2017 |
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks M Mordacchini, L Valerio, M Conti, A Passarella Computer Communications 81, 12-30, 2016 | 10 | 2016 |
Dynamic hard pruning of neural networks at the edge of the internet L Valerio, FM Nardini, A Passarella, R Perego Journal of Network and Computer Applications 200, 103330, 2022 | 9 | 2022 |