Hypergraph Dangling Centrality and DC-HPC: Code, Processed Data, and Reproducibility Materials

This repository contains the source code, processed analytical data, and reproducibility materials supporting the manuscript “Dangling Centrality in Hypergraphs: Structural Vulnerability and Centrality-Guided Overlapping Community Discovery.” The archive includes implementations of Hypergraph Dangling Centrality, conventional hypergraph centralities, baseline hyperedge-percolation community detection, the proposed DC-HPC framework, Spearman rank-correlation analysis, and HDC-, hyperdegree-, and random-seed community-discovery experiments. The study uses the Enron e-mail, NDC-classes, and Walmart Trips hypergraph datasets obtained from the Cornell Higher-Order Network Dataset Repository.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-24
DOI
https://doi.org/10.5281/zenodo.22944183
Primary Topic
Complex Network Analysis Techniques
Type
article
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article

Hypergraph Dangling Centrality and DC-HPC: Code, Processed Data, and Reproducibility Materials

Ubaida Fatima
Zenodo (CERN European Organization for Nuclear Research)
Complex Network Analysis Techniques
article

Hypergraph Dangling Centrality and DC-HPC: Code, Processed Data, and Reproducibility Materials

Ubaida Fatima
article en

Abstract

This repository contains the source code, processed analytical data, and reproducibility materials supporting the manuscript “Dangling Centrality in Hypergraphs: Structural Vulnerability and Centrality-Guided Overlapping Community Discovery.” The archive includes implementations of Hypergraph Dangling Centrality, conventional hypergraph centralities, baseline hyperedge-percolation community detection, the proposed DC-HPC framework, Spearman rank-correlation analysis, and HDC-, hyperdegree-, and random-seed community-discovery experiments. The study uses the Enron e-mail, NDC-classes, and Walmart Trips hypergraph datasets obtained from the Cornell Higher-Order Network Dataset Repository.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Complex Network Analysis Techniques
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