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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

Utahile D. Ater1*, Kufre M. Udofia2, Akaninyene B. Obot3, Mary L. Udoh4

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#graph neural networks Open access Oct 2026

GRAPH NEURAL NETWORKS FOR CHURN CONTAGION PREDICTION IN TELECOMMUNICATIONS: A RELATIONAL LEARNING FRAMEWORK FOR CUSTOMER NETWORK ANALYSIS

Customer churn prediction in telecommunications has traditionally treated subscribers as independent entities, ignoring the relational structures—family plans, corporate accounts, and social referral networks—that govern collective departure behaviour. This article proposes a Graph Neural Network (GNN)–based framework...

Utahile D. Ater1*, Kufre M. Udofia2, Akaninyene B. Obot3, Mary L. Udoh4 · 0 citations
#graph neural networks Open access Oct 2026

GRAPH NEURAL NETWORKS FOR CHURN CONTAGION PREDICTION IN TELECOMMUNICATIONS: A RELATIONAL LEARNING FRAMEWORK FOR CUSTOMER NETWORK ANALYSIS

Customer churn prediction in telecommunications has traditionally treated subscribers as independent entities, ignoring the relational structures—family plans, corporate accounts, and social referral networks—that govern collective departure behaviour. This article proposes a Graph Neural Network (GNN)–based framework...

Utahile D. Ater1*, Kufre M. Udofia2, Akaninyene B. Obot3, Mary L. Udoh4 · 0 citations

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