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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

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Xinyuan Yan

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LoCoMapper: Local Structural Uncertainty Analysis of Mapper Graphs Under Cover Perturbations

LoCoMapper is presented, a framework that takes a first step toward uncertainty-aware visualization of Mapper graphs by characterizing their local structural sensitivity to perturbations of the cover parameters by combining two node-level measures: local structural consistency and ensemble support.

Xinyuan Yan, Ji-Xian Li, BeiWang · 0 citations

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