Major earthquake event prediction using various machine learning algorithms. - Roxane Mallouhy; Chady Abou Jaoude; Christophe Guyeux; Abdallah Makhoul (ICT-DM, 2019)

Time Series Forecasting for the Number of Firefighters Interventions. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (AINA (1), 2021)

Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (AINA (1), 2022)

Machine Learning for Predicting Firefighters' Interventions Per Type of Mission. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (CoDIT, 2022)

Predicting fire brigades' operations based on their type of interventions. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (IWCMC, 2022)

Anomalies and Breakpoint Detection for a Dataset of Firefighters' Operations During the COVID-19 Period in France. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (WorldCIST (1), 2022)

Predictive analysis of time series in various application contexts. (Analyse de flux par des techniques de séries temporelles). - Roxane Elias Mallouhy (2023)