graph statistics 1network analysis 1non-euclidean data 1systems biology 1topological data analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
Graph statistics: An emerging discipline in non-Euclidean data analysis
Rongling Wu, Shing-Tung Yau
The paper provides an overview of graph statistics, a new discipline for analyzing data that naturally form dynamic networks, and discusses its theoretical foundations, methods, an…
math.AT2024
IntComplex for high-order interactions
Xiang Liu, Ran Liu, Jingyan Li +2
Graphs serve as powerful tools for modeling pairwise interactions in diverse fields such as biology, material science, and social networks. However, they inherently overlook intera…