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Roxane Elias Mallouhy

Observed name: Roxane Mallouhy
ORCID: 0009-0008-6433-310X
Observed ORCID: 0009-0008-6433-310X
OpenAlex ID: A5085603422
Deep Learning Utilization in Agriculture: Detection of Rice Plant Diseases Using an Improved CNN Model
2022 · Ghazanfar Latif, Sherif E. Abdelhamid, et al. · Plants · 298
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Major earthquake event prediction using various machine learning algorithms
2019 · Roxane Mallouhy, Chady Abou Jaoude, et al. · International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) · 62
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Time Series Forecasting for the Number of Firefighters Interventions
2021 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · Lecture notes in networks and systems · 10
Machine Learning for Predicting Firefighters’ Interventions Per Type of Mission
2022 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · International Conference on Control, Decision and Information Technologies (CoDIT) · 7
A Hybrid Machine Learning Framework for Daily Dairy Demand Forecasting: Integrating SARIMAX and XGBoost for Seasonal Production Optimization
2025 · Mazin Obaidat, Hesham A. Almomani, et al. · IEEE Access · 6
Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study
2022 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · Lecture notes in networks and systems · 6
AI’s Current Impact and Future Potential in Emergency Services: A Comprehensive Review and Analysis
2024 · Roxane Elias Mallouhy, Naoufal Sirri, et al. · International Journal of Intelligent Systems and Applications · 5
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Predicting fire brigades' operations based on their type of interventions
2022 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 4
Anomalies and Breakpoint Detection for a Dataset of Firefighters’ Operations During the COVID-19 Period in France
2022 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · Lecture notes in networks and systems · 4
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Enhancing the Adoption of Zero Trust in Organizations Using Machine Learning
2026 · Aeshah Mohammed Alshehri, Samer H. Atawneh, et al. · Future Internet · 3
Between Trust and Risk: Understanding the Conditional Acceptance of Artificial Intelligence
2026 · Roxane Elias Mallouhy · Informatics · 2
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AI-Powered Standard Operating Procedure Generation and Optimization Using Large Language Models for Chemical Laboratory Applications
2026 · Roxane Elias Mallouhy, Hissah Alqahtani, et al. · IEEE Access · 2
Deep Learning in Heart Murmur Detection: Analyzing the Potential of FCNN vs. Traditional Machine Learning Models
2025 · Hajer Sayed Hussein, Hussein AlBazar, et al. · International Journal of Advanced Computer Science and Applications · 2
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K-mean Clustering: a case study in Yvelines, Île-de-France
2022 · Roxane Elias Mallouhy, Christophe Guyeux, et al. · International Conference on Computational Intelligence and Communication Networks (CICN) · 2
Forecasting Sales in e-Commerce: Insights from Exploratory Data Analysis and Machine Learning Techniques
2025 · Roxane Elias Mallouhy · International Journal of Machine Learning · 1
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Artificial Intelligence in French Healthcare and Emergency Response: A Multi-Site Case Study from Predictive Modeling to Generative AI
2026 · Roxane Mallouhy, Christophe Guyeux · International Conference on Machine Learning Technologies (ICMLT)
Exploring ADHD in the Female Brain Through Multimodal Machine Learning
2025 · Ayah Alqassab, Roxane Elias Mallouhy, et al. · IEEE International Conference on Emerging Trends in Engineering and Computing (ETECOM)
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models
2025 · Sarah Ayad, Roxane Elias Mallouhy, et al. · Knowledge and Information Systems
Machine Learning-Based Optimization of Fire Department Interventions in Ain, Doubs, and Yvelines in France
2025 · Roxane Elias Mallouhy, Christophe Guyeux · Communications in computer and information science
Enhancing Privacy in Databases by Data-Layer
2025 · Sami Alharbi, Samer Atawneh, et al. · International Journal of Advanced Computer Science and Applications
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Predictive analysis of time series in various application contexts
2023 · Roxane Elias Mallouhy · theses.fr (ABES)
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Works count: 21
Citation count: 414
H-index: 6
I10-index: 3
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