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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

Doğan Yıldız

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Open access Aug 2026

Parameter-Independent Feature Ranking with Volume-Integrated Sharma–Mittal Entropy: Kernel-Based Estimation, Theoretical Properties and Empirical Validation

A framework that evaluates the Sharma–Mittal entropy volumetrically across a two-dimensional parameter region rather than for a single parameter pair is proposed, demonstrating that volumetric entropy metrics defined across the entire parameter space provide a feature-ranking tool that is independent of parameter selection for continuous variables.

Nida Oruç Ünal, Muzaffer Göztaş, Doğan Yıldız · 0 citations

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