Roxane Mallouhy

According to our database, Roxane Mallouhy authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

AI-Powered Standard Operating Procedure Generation and Optimization Using Large Language Models for Chemical Laboratory Applications.

Roxane Elias Mallouhy, Hissah Alqahtani, Sheikha Lardhi

IEEE Access, 2026

2025

A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models.

Sarah Ayad, Roxane Elias Mallouhy, Christophe Guyeux

Knowl. Inf. Syst., October, 2025

A Hybrid Machine Learning Framework for Daily Dairy Demand Forecasting: Integrating SARIMAX and XGBoost for Seasonal Production Optimization.

Mazin Obaidat, Hesham A. Almomani, Roxane Mallouhy, Abdalmageed AlMotari, Osama T. Al Meanazel

IEEE Access, 2025

2023

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

Roxane Elias Mallouhy

PhD thesis, 2023

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

Proceedings of the Information Systems and Technologies, 2022

Predicting fire brigades' operations based on their type of interventions.

Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Machine Learning for Predicting Firefighters' Interventions Per Type of Mission.

Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul

Proceedings of the 8th International Conference on Control, 2022

Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study.

Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul

Proceedings of the Advanced Information Networking and Applications, 2022

2021

Time Series Forecasting for the Number of Firefighters Interventions.

Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul

Proceedings of the Advanced Information Networking and Applications, 2021

2019

Major earthquake event prediction using various machine learning algorithms.

Roxane Mallouhy, Chady Abou Jaoude, Christophe Guyeux, Abdallah Makhoul

Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019