| Mobile traffic prediction from raw data using LSTM networks HD Trinh, L Giupponi, P Dini 2018 IEEE 29th annual international symposium on personal, indoor and mobile …, 2018 | 197 | 2018 |
| Hetnets powered by renewable energy sources: Sustainable next-generation cellular networks G Piro, M Miozzo, G Forte, N Baldo, LA Grieco, G Boggia, P Dini IEEE Internet Computing 17 (1), 32-39, 2012 | 197 | 2012 |
| SolarStat: Modeling photovoltaic sources through stochastic Markov processes M Miozzo, D Zordan, P Dini, M Rossi 2014 IEEE International Energy Conference (ENERGYCON), 688-695, 2014 | 98 | 2014 |
| A model to analyze the energy savings of base station sleep mode in LTE HetNets P Dini, M Miozzo, N Bui, N Baldo 2013 IEEE International Conference on Green Computing and Communications and …, 2013 | 79 | 2013 |
| Energy sustainable paradigms and methods for future mobile networks: A survey N Piovesan, AF Gambin, M Miozzo, M Rossi, P Dini Computer Communications 119, 101-117, 2018 | 78 | 2018 |
| Detecting mobile traffic anomalies through physical control channel fingerprinting: A deep semi-supervised approach HD Trinh, E Zeydan, L Giupponi, P Dini IEEE Access 7, 152187-152201, 2019 | 69 | 2019 |
| Validation of the IEEE 802.11 MAC model in the ns3 simulator using the EXTREME testbed N Baldo, M Requena-Esteso, J Núñez-Martínez, M Portolès-Comeras, ... Proceedings of the 3rd International ICST Conference on Simulation Tools and …, 2010 | 62 | 2010 |
| Multi-task learning at the mobile edge: An effective way to combine traffic classification and prediction A Rago, G Piro, G Boggia, P Dini IEEE Transactions on Vehicular Technology 69 (9), 10362-10374, 2020 | 61 | 2020 |
| Switch-on/off policies for energy harvesting small cells through distributed Q-learning M Miozzo, L Giupponi, M Rossi, P Dini 2017 IEEE wireless communications and networking conference workshops (WCNCW …, 2017 | 54 | 2017 |
| Analysis and modeling of mobile traffic using real traces HD Trinh, N Bui, J Widmer, L Giupponi, P Dini 2017 IEEE 28th annual international symposium on personal, indoor, and …, 2017 | 52 | 2017 |
| Distributed Q-learning for energy harvesting heterogeneous networks M Miozzo, L Giupponi, M Rossi, P Dini 2015 IEEE International Conference on Communication Workshop (ICCW), 2006-2011, 2015 | 52 | 2015 |
| Mobile traffic classification through physical control channel fingerprinting: A deep learning approach HD Trinh, AF Gambin, L Giupponi, M Rossi, P Dini arXiv preprint arXiv:1910.11617, 2019 | 42 | 2019 |
| Urban anomaly detection by processing mobile traffic traces with LSTM neural networks HD Trinh, L Giupponi, P Dini 2019 16th Annual IEEE International Conference on Sensing, Communication …, 2019 | 42 | 2019 |
| Energy optimization with multi-sleeping control in 5G heterogeneous networks using reinforcement learning A El Amine, JP Chaiban, HAH Hassan, P Dini, L Nuaymi, R Achkar IEEE Transactions on Network and Service Management 19 (4), 4310-4322, 2022 | 41 | 2022 |
| Joint load control and energy sharing for renewable powered small base stations: A machine learning approach N Piovesan, D López-Pérez, M Miozzo, P Dini IEEE Transactions on Green Communications and Networking 5 (1), 512-525, 2020 | 39 | 2020 |
| When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities D Zordan, M Miozzo, P Dini, M Rossi IEEE Communications Magazine 53 (6), 117-123, 2015 | 39 | 2015 |
| Sustainable marine ecosystems: Deep learning for water quality assessment and forecasting ÁF Gambín, E Angelats, JS González, M Miozzo, P Dini IEEE access 9, 121344-121365, 2021 | 34 | 2021 |
| A neural network based cognitive engine for IEEE 802.11 WLAN access point selection B Bojovic, N Baldo, P Dini 2012 IEEE Consumer Communications and Networking Conference (CCNC), 864-868, 2012 | 31 | 2012 |
| A supervised learning approach to cognitive access point selection B Bojovic, N Baldo, J Nin-Guerrero, P Dini 2011 IEEE GLOBECOM Workshops (GC Wkshps), 1100-1105, 2011 | 30 | 2011 |
| Recurrent neural networks for handover management in next-generation self-organized networks Z Ali, M Miozzo, L Giupponi, P Dini, S Denic, S Vassaki 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020 | 28 | 2020 |
Marco MiozzoSenior Researcher @ Centre Tecnològic de Telecomunicacons de Catalunya (CTTC)Verified email at cttc.es