Cell Outage Detection and Degradation Classification Based on Alarms and KPI's Correlation. - Lubna Abd El-Aziz; Esraa Amr; Hassnaa Yehia; Heba Mostfa; Menna Hisham; Ahmed Shenawy; Ahmed K. F. Khattab; Ahmed Taha; Hany El-Akel (NILES, 2020)

Cell Outage Compensation Using Q-learning for Self-Organizing Networks. - Salsabel Adel; Karim Muhammed; Ahmed Abdallah; Mohamed Rida; Ahmed Morsy; Gehad Nasser; Ahmed K. F. Khattab; Ahmed Taha; Hany El-Akel (ICM, 2021)