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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

Hoseung Song

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2 papers indexed here

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Preprint Sep 2026

Multiple change-point detection via bottom-up scanning

We study nonparametric multiple change-point detection for high-dimensional sequences, aiming to identify time points at which the underlying distribution changes. While many existing methods perform well when change-points are well-separated, their performance can deteriorate when structural breaks are densely cluster...

Jinhyeok Park, Hyeyoung Maeng, Ho-Seung Song · 0 citations
Open access Aug 2026

Constructing microbiome co-occurrence networks with confidence: A conditional, nonparametric, inference-based approach

Constructing microbial association networks is a common strategy for exploring relationships among taxa in microbiome studies. Although marginal correlation methods are easy to implement and allow formal inference, they can produce spurious edges driven by indirect associations through other taxa. Conditional graphical...

Ho-Seung Song, Yunhua Xiang, Hongjiao Liu et al. · 0 citations

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