2018/03/20 by Jorge Catumba, Rafael Díaz, Catumba, Jorge +4 · 1 citation
Computer Science · Engineering · Mathematics · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial intelligence #Cluster analysis #Combinatorics #Combinatorics (math.CO) #Complex Network Analysis Techniques #Computer science #Core (optical fiber) #Data mining #Deconstruction (building) #Engineering #FOS: Computer and information sciences #FOS: Mathematics #Mathematics #Opinion Dynamics and Social Influence #Rank (graph theory) #Ranking (information retrieval) #Social and Information Networks (cs.SI) #Telecommunications #Theoretical computer science #cs.SI #math.CO
paper · pdf · doi:10.48550/arxiv.1803.07582
published in arXiv (Cornell University) (Cornell University)
arxiv created 2018/03/20 · openalex publication_date 2018/03/20 · arxiv updated 2018/03/22 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
The PWP map was introduced by the second author as a tool for ranking nodes in networks. In this work we extend this technique so that it can be used to rank links as well. Applying the Girvan-Newman algorithm a ranking method on links induces a deconstruction method for networks, therefore we obtain new methods for finding clustering and core-periphery structures on networks.