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Jessica Moysen
Jessica Moysen
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From 4G to 5G: Self-organized network management meets machine learning
J Moysen, L Giupponi
Computer Communications 129, 248-268, 2018
2222018
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
1442015
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
562014
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
312018
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
262016
A mobile network planning tool based on data analytics
J Moysen, L Giupponi, J Mangues-Bafalluy
Mobile Information Systems 2017, 2017
222017
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
222016
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
172015
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
162019
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
122020
Self coordination among SON functions in LTE heterogeneous networks
J Moysen, L Giupponi
2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-6, 2015
112015
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
102015
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
62020
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
22023
Self organisation for 4G/5G networks
J Moysen
Universitat Politècnica de Catalunya, 2016
22016
A functional architecture for self-coordination in LTE networks
J Moysen, L Giupponi
European Wireless 2014; 20th European Wireless Conference, 1-5, 2014
12014
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
2023
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