| From 4G to 5G: Self-organized network management meets machine learning J Moysen, L Giupponi Computer Communications 129, 248-268, 2018 | 244 | 2018 |
| A cell outage management framework for dense heterogeneous networks O Onireti, A Zoha, J Moysen, A Imran, L Giupponi, MA Imran, ... IEEE Transactions on Vehicular Technology 65 (4), 2097-2113, 2015 | 149 | 2015 |
| A reinforcement learning based solution for self-healing in LTE networks J Moysen, L Giupponi 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall), 1-6, 2014 | 58 | 2014 |
| Conflict resolution in mobile networks: a self-coordination framework based on non-dominated solutions and machine learning for data analytics [application notes] J Moysen, M Garcia-Lozano, L Giupponi, S Ruiz IEEE Computational Intelligence Magazine 13 (2), 52-64, 2018 | 35 | 2018 |
| A machine learning enabled network planning tool J Moysen, L Giupponi, J Mangues-Bafalluy 2016 IEEE 27th annual international symposium on personal, indoor, and …, 2016 | 29 | 2016 |
| A mobile network planning tool based on data analytics J Moysen, L Giupponi, J Mangues-Bafalluy Mobile Information Systems 2017 (1), 6740585, 2017 | 26 | 2017 |
| On the potential of ensemble regression techniques for future mobile network planning J Moysen, L Giupponi, J Mangues-Bafalluy 2016 IEEE Symposium on Computers and Communication (ISCC), 477-483, 2016 | 23 | 2016 |
| Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework J Moysen, L Giupponi EURASIP Journal on Wireless Communications and Networking 2015, 1-18, 2015 | 18 | 2015 |
| Learning-based tracking area list management in 4g and 5g networks J Moysen, M García-Lozano IEEE Transactions on Mobile Computing 19 (8), 1862-1878, 2019 | 17 | 2019 |
| Unsupervised learning for detection of mobility related anomalies in commercial LTE networks J Moysen, F Ahmed, M García-Lozano, J Niëmela 2020 European Conference on Networks and Communications (EuCNC), 111-115, 2020 | 12 | 2020 |
| Explainable artificial intelligence for energy-efficient radio resource management AD Marcu, SKG Peesapati, JM Cortes, S Imtiaz, J Gross 2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2023 | 11 | 2023 |
| Predicting QoS in LTE HetNets based on location-independent UE measurements J Moysen, L Giupponi, N Baldo, J Mangues-Bafalluy 2015 IEEE 20th International Workshop on Computer Aided Modelling and Design …, 2015 | 11 | 2015 |
| Self coordination among SON functions in LTE heterogeneous networks J Moysen, L Giupponi 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-6, 2015 | 11 | 2015 |
| Big data-driven automated anomaly detection and performance forecasting in mobile networks J Moysen, F Ahmed, M García-Lozano, J Niemelä 2020 IEEE Globecom Workshops (GC Wkshps, 1-5, 2020 | 10 | 2020 |
| Self organisation for 4G/5G networks J Moysen Universitat Politècnica de Catalunya, 2016 | 2 | 2016 |
| XAI-assisted Radio Resource Management: Feature selection and SHAP enhancement NS Ruiz, SKG Peesapati, JM Cortes ICC 2023-IEEE International Conference on Communications, 2516-2521, 2023 | 1 | 2023 |
| A functional architecture for self-coordination in LTE networks J Moysen, L Giupponi European Wireless 2014; 20th European Wireless Conference, 1-5, 2014 | 1 | 2014 |
