Jessica Moysen

According to our database, Jessica Moysen authored at least 14 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Learning-Based Tracking Area List Management in 4G and 5G Networks.

Jessica Moysen, Mario García-Lozano

IEEE Trans. Mob. Comput., 2020

Big Data-driven Automated Anomaly Detection and Performance Forecasting in Mobile Networks.

Jessica Moysen, Furqan Ahmed, Mario García-Lozano, Jarno Niemelä

Proceedings of the IEEE Globecom Workshops, 2020

Unsupervised learning for detection of mobility related anomalies in commercial LTE networks.

Jessica Moysen, Furqan Ahmed, Mario García-Lozano, Jarno Niemelä

Proceedings of the 2020 European Conference on Networks and Communications, 2020

2018

From 4G to 5G: Self-organized network management meets machine learning.

Jessica Moysen, Lorenza Giupponi

Comput. Commun., 2018

Conflict Resolution in Mobile Networks: A Self-Coordination Framework Based on Non-Dominated Solutions and Machine Learning for Data Analytics [Application Notes].

Jessica Moysen, Mario García-Lozano, Lorenza Giupponi, Silvia Ruiz

IEEE Comput. Intell. Mag., 2018

2017

A Mobile Network Planning Tool Based on Data Analytics.

Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy

Mob. Inf. Syst., 2017

2016

Self organisation for 4G/5G networks.

Jessica Moysen

PhD thesis, 2016

A Cell Outage Management Framework for Dense Heterogeneous Networks.

Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya

IEEE Trans. Veh. Technol., 2016

A machine learning enabled network planning tool.

Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

On the potential of ensemble regression techniques for future mobile network planning.

Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy

Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015

Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework.

Jessica Moysen, Lorenza Giupponi

EURASIP J. Wirel. Commun. Netw., 2015

Self Coordination among SON Functions in LTE Heterogeneous Networks.

Jessica Moysen, Lorenza Giupponi

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Predicting QoS in LTE HetNets based on location-independent UE measurements.

Jessica Moysen, Lorenza Giupponi, Nicola Baldo, Josep Mangues-Bafalluy

Proceedings of the 20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2015

2014

A Reinforcement Learning Based Solution for Self-Healing in LTE Networks.

Jessica Moysen, Lorenza Giupponi

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014