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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Maryam Abbasi

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Open access 2026

Customer Churn Prediction in the Telecommunications Sector Using Explainable Artificial Intelligence

This paper proposes a comprehensive Machine Learning pipeline that bridges the gap between predictive performance and model interpretability and integrates SHAP-based Explainable Artificial Intelligence to provide both global and local interpretability, revealing that contract type, tenure, and technical support subscriptions are the primary churn drivers.

D. Veríssimo, J. Leite, Maryam Abbasi · 0 citations
Open access 2026

An Optimized Ensemble Framework with Explainable AI for Proactive Credit Card Fraud Detection in Banking

This work provides a mathematically grounded benchmarking framework for integrating Explainable Artificial Intelligence (XAI) into fraud detection pipelines, aligning high-accuracy analytics with the transparency requirements expected in regulated financial environments.

Henrique Barros, F. Antunes, Maryam Abbasi · 0 citations

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