| 2023 | ISCC | Robustness Analysis of Hybrid Machine Learning Model for Anomaly Forecasting in Radio Access Networks. | Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio |
| 2023 | VTC | Deep learning based context classification for cognitive network management. | Aymen Askri, Imed Hadj-Kacem, Sana Ben Jemaa, Kahina Mokrani |
| 2023 | VTC | Approximation of SINR and rate distributions in the presence of path-loss, shadowing and fast-fading. | Imed Hadj-Kacem, Sana Ben Jemaa |
| 2023 | VTC | Portability of Hybrid machine learning based model for anomaly forecasting in mobile networks. | Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio |
| 2022 | PIMRC | A Hybrid machine learning based model for congestion prediction in mobile networks. | Sara Kassan, Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio |
| 2022 | PIMRC | Anticipatory Slice Resource Reservation for 5G Vehicular URLLC Based on Radio Statistics. | Nathalie Naddeh, Sana Ben Jemaa, Salah-Eddine Elayoubi, Tijani Chahed |
| 2021 | IM | Contextual Bandit for Cognitive Management of Self-Organizing Networks. | Tony Daher, Sana Ben Jemaa |
| 2021 | VTC | Proactive RAN Resource Reservation for URLLC Vehicular Slice. | Nathalie Naddeh, Sana Ben Jemaa, Salah-Eddine Elayoubi, Tijani Chahed |
| 2020 | NOMS | Anomaly prediction in mobile networks : A data driven approach for machine learning algorithm selection. | Imed Hadj-Kacem, Sana Ben Jemaa, Sylvain Allio, Yosra Ben Slimen |
| 2018 | ICIN | Cognitive policy based SON management demonstrator. | Tony Daher, Sana Ben Jemaa, Laurent Decreusefond |
| 2018 | NOMS | Softwarized and distributed learning for SON management systems. | Tony Daher, Sana Ben Jemaa, Laurent Decreusefond |
| 2018 | VTC | Linear UCB for Online SON Management. | Tony Daher, Sana Ben Jemaa, Laurent Decreusefond |
| 2018 | WCNC | Heuristic approach for forecast scheduling. | Hind Zaaraoui, Zwi Altman, Sana Ben Jemaa, Eitan Altman, Tania Jimnez |
| 2017 | IM | Q-Learning for Policy Based SON Management in wireless Access Networks. | Tony Daher, Sana Ben Jemaa, Laurent Decreusefond |
| 2017 | PIMRC | Cognitive management of self - Organized radio networks based on multi armed bandit. | Tony Daher, Sana Ben Jemaa, Laurent Decreusefond |
| 2015 | PIMRC | SON conflict diagnosis in heterogeneous networks. | Ovidiu Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | GLOBECOM | Low complexity SON coordination using reinforcement learning. | Ovidiu Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | PIMRC | Coverage mapping using spatial interpolation with field measurements. | Hajer Braham, Sana Ben Jemaa, Berna Sayra, Gersende Fort, Eric Moulines |
| 2014 | PIMRC | Coordinating SON instances: Reinforcement learning with distributed value function. | Ovidiu Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | VTC | Coordinating SON Instances: A Reinforcement Learning Framework. | Ovidiu Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | WCNC | SON Coordination for parameter conflict resolution: A reinforcement learning framework. | Ovidiu Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | SIGCOMM | SON conflict resolution using reinforcement learning with state aggregation. | Ovidiu Constantin Iacoboaiea, Berna Sayra, Sana Ben Jemaa, Pascal Bianchi |
| 2014 | WiOpt | Low complexity spatial interpolation for cellular coverage analysis. | Hajer Braham, Sana Ben Jemaa, Berna Sayra, Gersende Fort, Eric Moulines |
| 2013 | WiOpt | Automated coverage hole detection for cellular networks using radio environment maps. | Ana Galindo-Serrano, Berna Sayra, Sana Ben Jemaa, Janne Riihijrvi, Petri Mhnen |
| 2012 | SIGCOMM | Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements. | Berna Sayra, Janne Riihijrvi, Petri Mhnen, Sana Ben Jemaa, Eric Moulines, Sebastien Grimoud |
| 2011 | PIMRC | A performance evaluation framework for control loop interaction in Self Organizing Networks. | Xavier Gelabert, Berna Sayra, Sana Ben Jemaa |
| 2011 | VTC | Best Sensor Selection for an Iterative REM Construction. | Sebastien Grimoud, Berna Sayra, Sana Ben Jemaa, Eric Moulines |
| 2010 | PIMRC | An analytical framework for modeling distributed JRRM decision in cognitive networks. | Louai Saker, Sana Ben Jemaa, Salah-Eddine Elayoubi |
| 2009 | WCNC | Q-learning for joint access decision in heterogeneous networks. | Louai Saker, Sana Ben Jemaa, Salah-Eddine Elayoubi |
| 2008 | PIMRC | Informed spectrum usage in cognitive radio networks: Interference cartography. | Afef Ben Hadj Alaya-Feki, Sana Ben Jemaa, Berna Sayra, Paul Houz, Eric Moulines |
| 2008 | WCNC | On the Impact of Mobility and Joint RRM Policies on a Cooperative WiMAX/HSDPA Network. | Sana Horrich, Salah-Eddine Elayoubi, Sana Ben Jemaa |
| 2007 | PIMRC | Optimal Decision Making Distribution in Composite Networks. | Sana Horrich, Sana Ben Jemaa, Paul Houz |
| 2006 | VTC | Common Pilot Channel for network selection. | Paul Houz, Sana Ben Jemaa, Pascal Cordier |