no code implementations • 29 Sep 2020 • Dong Quan Ngoc Nguyen, Lin Xing, Lizhen Lin
We introduce, for the first time, a metric geometry approach to studying edge weight prediction in WDNs.
1 code implementation • 29 Sep 2020 • Dong Quan Ngoc Nguyen, Lin Xing, Lizhen Lin
Also based on the topological space structure of hypergraph data introduced in our paper, we introduce a modified nearest neighbors methods which is a generalization of the classical nearest neighbors methods from machine learning.
no code implementations • 29 Sep 2020 • Dong Quan Ngoc Nguyen, Lin Xing
In this paper, we introduce a new local geometry of hyperdges in hypergraphs which allows to capture higher order relations among data points.