Marianne Abi Kanaan

According to our database, Marianne Abi Kanaan authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Genetic Algorithm-Based Privacy Budget Optimization for Differentially Private Gradient Boosting Decision Trees.

Marianne Abi Kanaan, Elie Chicha, Jean-François Couchot, Maroun Abi Assaf

Proceedings of the 6th Middle East and North Africa Communications Conference, 2026

2025

AI-Enhanced Emergency Call Handling: Development of Multimodal Machine Learning Models. (Analyse d'appels d'urgence améliorée par l'IA: développement de modèles d'apprentissage automatique multimodaux).

Marianne Abi Kanaan

PhD thesis, 2025

2024

Combining a multi-feature neural network with multi-task learning for emergency calls severity prediction.

Marianne Abi Kanaan, Jean-François Couchot, Christophe Guyeux, David Laiymani, Talar Atéchian, Rony Darazi

Array, March, 2024

2023

A Methodology for Emergency Calls Severity Prediction: From Pre-processing to BERT-Based Classifiers.

Marianne Abi Kanaan, Jean-François Couchot, Christophe Guyeux, David Laiymani, Talar Atéchian, Rony Darazi

Proceedings of the Artificial Intelligence Applications and Innovations, 2023