Sana Ben Jemaa

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 27

Top Topics

Spatial Interpolation

Mobile Networks

Multi Armed Bandit

Reinforcement Learning

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Veh. Technol.

Publications

Wassim Ben Chikha, Marie Masson, Zwi Altman, Sana Ben Jemaa
Radio Environment Map Based Inter-Cell Interference Coordination for Massive-MIMO Systems. IEEE Trans. Mob. Comput. 23 (1) (2024)
Imed Hadj-Kacem, Sana Ben Jemaa
Approximation of SINR and rate distributions in the presence of path-loss, shadowing and fast-fading. VTC2023-Spring (2023)
Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio
Portability of Hybrid machine learning based model for anomaly forecasting in mobile networks. VTC Fall (2023)
Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio
Robustness Analysis of Hybrid Machine Learning Model for Anomaly Forecasting in Radio Access Networks. ISCC (2023)
Aymen Askri, Imed Hadj-Kacem, Sana Ben Jemaa, Kahina Mokrani
Deep learning based context classification for cognitive network management. VTC2023-Spring (2023)
Salah-Eddine Elayoubi, Nathalie Naddeh, Tijani Chahed, Sana Ben Jemaa
A Large Deviations Model for Latency Outage for URLLC. VALUETOOLS (2022)
Imed Hadj-Kacem, Sana Ben Jemaa, Hajer Braham, Ahmad Mahbubul Alam
SINR Prediction in Presence of Correlated Shadowing in Cellular Networks. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio
A Hybrid machine learning based model for congestion prediction in mobile networks. PIMRC (2022)
Nathalie Naddeh, Sana Ben Jemaa, Salah-Eddine Elayoubi, Tijani Chahed
Anticipatory Slice Resource Reservation for 5G Vehicular URLLC Based on Radio Statistics. PIMRC (2022)
Luca Chiaraviglio, Sana Ben Jemaa, Augustin-Alexandru Saucan, Tingting Zhang
Guest Editorial: Location Awareness for 5G and Beyond. IEEE Commun. Mag. 59 (11) (2021)
Nathalie Naddeh, Sana Ben Jemaa, Salah-Eddine Elayoubi, Tijani Chahed
Proactive RAN Resource Reservation for URLLC Vehicular Slice. VTC Spring (2021)
Tony Daher, Sana Ben Jemaa
Contextual Bandit for Cognitive Management of Self-Organizing Networks. IM (2021)
Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio, Yosra Ben Slimen
Anomaly prediction in mobile networks : A data driven approach for machine learning algorithm selection. NOMS (2020)
Imed Hadj-Kacem, Hajer Braham, Sana Ben Jemaa
SINR and Rate Distributions for Downlink Cellular Networks. IEEE Trans. Wirel. Commun. 19 (7) (2020)
Ioannis-Prodromos Belikaidis, Andreas Georgakopoulos, Kostas Tsagkaris, Zwi Altman, Sana Ben Jemaa, Michalis Michaloliakos, Panagiotis Demestichas, Nikolas Mitrou
5G Radio Access Network Slicing: System-Level Evaluation and Management. IEEE Veh. Technol. Mag. 14 (4) (2019)
Salah-Eddine Elayoubi, Sana Ben Jemaa, Zwi Altman, Ana Galindo-Serrano
5G RAN Slicing for Verticals: Enablers and Challenges. IEEE Commun. Mag. 57 (1) (2019)
Tony Daher, Sana Ben Jemaa, Laurent Decreusefond
Softwarized and distributed learning for SON management systems. NOMS (2018)
Tony Daher, Sana Ben Jemaa, Laurent Decreusefond
Linear UCB for Online SON Management. VTC Spring (2018)
Tony Daher, Sana Ben Jemaa, Laurent Decreusefond
Cognitive policy based SON management demonstrator. ICIN (2018)
Hind Zaaraoui, Zwi Altman, Sana Ben Jemaa, Eitan Altman, Tania Jiménez
Heuristic approach for forecast scheduling. WCNC Workshops (2018)
Hajer Braham, Sana Ben Jemaa, Gersende Fort, Eric Moulines, Berna Sayraç
Fixed Rank Kriging for Cellular Coverage Analysis. IEEE Trans. Veh. Technol. 66 (5) (2017)
Tony Daher, Sana Ben Jemaa, Laurent Decreusefond
Q-Learning for Policy Based SON Management in wireless Access Networks. IM (2017)
Tony Daher, Sana Ben Jemaa, Laurent Decreusefond
Cognitive management of self - Organized radio networks based on multi armed bandit. PIMRC (2017)
Yu-Ting Lin, Eduardo Mucelli Rezende Oliveira, Sana Ben Jemaa, Salah-Eddine Elayoubi
Machine learning for predicting QoE of video streaming in mobile networks. ICC (2017)
Hajer Braham, Sana Ben Jemaa, Gersende Fort, Eric Moulines, Berna Sayraç
Spatial Prediction Under Location Uncertainty in Cellular Networks. IEEE Trans. Wirel. Commun. 15 (11) (2016)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
On Mobility Parameter Configurations That Can Lead to Chained Handovers. IEEE Trans. Commun. 64 (12) (2016)
Ovidiu Constantin Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
SON Coordination in Heterogeneous Networks: A Reinforcement Learning Framework. IEEE Trans. Wirel. Commun. 15 (9) (2016)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
SON conflict diagnosis in heterogeneous networks. PIMRC (2015)
Hajer Braham, Sana Ben Jemaa, Gersende Fort, Eric Moulines, Berna Sayraç
Fixed Rank Kriging for Cellular Coverage Analysis. CoRR (2015)
Hajer Braham, Sana Ben Jemaa, Gersende Fort, Eric Moulines, Berna Sayraç
Spatial Prediction Under Location Uncertainty In Cellular Networks. CoRR (2015)
Hajer Braham, Sana Ben Jemaa, Berna Sayraç, Gersende Fort, Eric Moulines
Coverage mapping using spatial interpolation with field measurements. PIMRC (2014)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
Low complexity SON coordination using reinforcement learning. GLOBECOM (2014)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
SON Coordination for parameter conflict resolution: A reinforcement learning framework. WCNC Workshops (2014)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
Coordinating SON Instances: A Reinforcement Learning Framework. VTC Fall (2014)
Ovidiu Constantin Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
SON conflict resolution using reinforcement learning with state aggregation. AllThingsCellular@SIGCOMM (2014)
Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi
Coordinating SON instances: Reinforcement learning with distributed value function. PIMRC (2014)
Hajer Braham, Sana Ben Jemaa, Berna Sayraç, Gersende Fort, Eric Moulines
Low complexity spatial interpolation for cellular coverage analysis. WiOpt (2014)
Xavier Gelabert, Berna Sayraç, Sana Ben Jemaa
A Heuristic Coordination Framework for Self-Optimizing Mechanisms in LTE HetNets. IEEE Trans. Veh. Technol. 63 (3) (2014)
Ana Galindo-Serrano, Berna Sayraç, Sana Ben Jemaa, Janne Riihijärvi, Petri Mähönen
Automated coverage hole detection for cellular networks using radio environment maps. WiOpt (2013)
Berna Sayraç, Ana Galindo-Serrano, Sana Ben Jemaa, Janne Riihijärvi, Petri Mähönen
Bayesian spatial interpolation as an emerging cognitive radio application for coverage analysis in cellular networks. Trans. Emerg. Telecommun. Technol. 24 (7-8) (2013)
Ana Galindo-Serrano, Berna Sayraç, Sana Ben Jemaa, Janne Riihijärvi, Petri Mähönen
Harvesting MDT data: Radio environment maps for coverage analysis in cellular networks. CrownCom (2013)
Berna Sayraç, Janne Riihijärvi, Petri Mähönen, Sana Ben Jemaa, Eric Moulines, Sebastien Grimoud
Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements. CellNet@SIGCOMM (2012)
Sebastien Grimoud, Berna Sayraç, Sana Ben Jemaa, Eric Moulines
Best Sensor Selection for an Iterative REM Construction. VTC Fall (2011)
Sebastien Grimoud, Berna Sayraç, Sana Ben Jemaa, Eric Moulines
An algorithm for fast REM construction. CrownCom (2011)
Xavier Gelabert, Berna Sayraç, Sana Ben Jemaa
A performance evaluation framework for control loop interaction in Self Organizing Networks. PIMRC (2011)
Louai Saker, Sana Ben Jemaa, Salah-Eddine Elayoubi
An analytical framework for modeling distributed JRRM decision in cognitive networks. PIMRC (2010)
Louai Saker, Sana Ben Jemaa, Salah-Eddine Elayoubi
Q-learning for joint access decision in heterogeneous networks. WCNC (2009)
Sana Horrich, Salah-Eddine Elayoubi, Sana Ben Jemaa
A Game-Theoretic Model for Radio Resource Management in a Cooperative WIMAX/HSDPA Network. ICC (2008)
Sana Horrich, Salah-Eddine Elayoubi, Sana Ben Jemaa
On the Impact of Mobility and Joint RRM Policies on a Cooperative WiMAX/HSDPA Network. WCNC (2008)
Afef Ben Hadj Alaya-Feki, Sana Ben Jemaa, Berna Sayraç, Paul Houzé, Eric Moulines
Informed spectrum usage in cognitive radio networks: Interference cartography. PIMRC (2008)
Sana Horrich, Sana Ben Jemaa, Paul Houzé
Optimal Decision Making Distribution in Composite Networks. PIMRC (2007)
Paul Houzé, Sana Ben Jemaa, Pascal Cordier
Common Pilot Channel for network selection. VTC Spring (2006)