Jessica Moysen
Jessica Moysen
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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
From 4G to 5G: Self-organized network management meets machine learning
J Moysen, L Giupponi
Computer Communications 129, 248-268, 2018
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
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
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
A mobile network planning tool based on data analytics
J Moysen, L Giupponi, J Mangues-Bafalluy
Mobile Information Systems 2017, 2017
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
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), 1-18, 2015
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
Self coordination among SON functions in LTE heterogeneous networks
J Moysen, L Giupponi
2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-6, 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
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
Self organisation for 4G/5G networks
J Moysen
Universitat Politècnica de Catalunya, 2017
A Functional Architecture for Self-Coordination in LTE networks
J Moysen, L Giupponi
European Wireless 2014; 20th European Wireless Conference, 1-5, 2014
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
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