Jessica Moysen

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 11

Top Topics

Unsupervised Learning

Anomaly Detection

Conflict Resolution

Mobile Networks

Top Venues

IEEE Trans. Veh. Technol.

IEEE Comput. Intell. Mag.

Publications

Jessica Moysen, Mario García-Lozano
Learning-Based Tracking Area List Management in 4G and 5G Networks. IEEE Trans. Mob. Comput. 19 (8) (2020)
Jessica Moysen, Furqan Ahmed, Mario García-Lozano, Jarno Niemelä
Big Data-driven Automated Anomaly Detection and Performance Forecasting in Mobile Networks. CoRR (2020)
Jessica Moysen, Furqan Ahmed, Mario García-Lozano, Jarno Niemelä
Unsupervised learning for detection of mobility related anomalies in commercial LTE networks. EuCNC (2020)
Jessica Moysen, Furqan Ahmed, Mario García-Lozano, Jarno Niemelä
Big Data-driven Automated Anomaly Detection and Performance Forecasting in Mobile Networks. GLOBECOM (Workshops) (2020)
Jessica Moysen, Lorenza Giupponi
From 4G to 5G: Self-organized network management meets machine learning. Comput. Commun. 129 (2018)
Jessica Moysen, Mario García-Lozano, Lorenza Giupponi, Silvia Ruiz
Conflict Resolution in Mobile Networks: A Self-Coordination Framework Based on Non-Dominated Solutions and Machine Learning for Data Analytics [Application Notes]. IEEE Comput. Intell. Mag. 13 (2) (2018)
Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy
A Mobile Network Planning Tool Based on Data Analytics. Mob. Inf. Syst. 2017 (2017)
Jessica Moysen, Lorenza Giupponi
From 4G to 5G: Self-organized Network Management meets Machine Learning. CoRR (2017)
Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya
A Cell Outage Management Framework for Dense Heterogeneous Networks. IEEE Trans. Veh. Technol. 65 (4) (2016)
Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy
On the potential of ensemble regression techniques for future mobile network planning. ISCC (2016)
Jessica Moysen, Lorenza Giupponi, Josep Mangues-Bafalluy
A machine learning enabled network planning tool. PIMRC (2016)
Jessica Moysen, Lorenza Giupponi
Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Jessica Moysen, Lorenza Giupponi
Self Coordination among SON Functions in LTE Heterogeneous Networks. VTC Spring (2015)
Jessica Moysen, Lorenza Giupponi, Nicola Baldo, Josep Mangues-Bafalluy
Predicting QoS in LTE HetNets based on location-independent UE measurements. CAMAD (2015)
Jessica Moysen, Lorenza Giupponi
A Reinforcement Learning Based Solution for Self-Healing in LTE Networks. VTC Fall (2014)