WebQuantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference. ... Although a vast body of literature relates to image segmentation methods that use deep neural networks (DNNs), less attention has been paid to assessing the statistical reliability of segmentation results. WebJun 19, 2024 · Considering the overlap of communities in the neighborhood of edges, a novel and effective metric named subgraph overlap (SO) is proposed to quantifying the …
Edge importance in a network via line graphs and the matrix
WebDec 13, 2024 · Considering the overlap of communities in the neighborhood of edges, a novel and effective metric named subgraph overlap (SO) is proposed to quantifying the significance of edges. The experimental results show that SO outperforms all benchmarks in identifying critical edges which are crucial in maintaining the integrity of the structure … WebNov 25, 2024 · Keywords: social networks; edge significance; fragmentation; echo chambers; group polarization; community detection; online political communications 1. Introduction In a network with interacting communities consisting of nodes and edges each con-necting a pair of nodes, some edges are of greater importance than others from a … tickertape free
Quantifying Importance of Edges in Networks - [scite report]
WebMar 27, 2024 · The proposed importance measure, Nearest-Neighbor Connectivity based Edge Importance or NNCEI, can be used to quantify the importance of a single edge or a … WebAug 5, 2024 · The position of a node in a social network, or node centrality, can be quantified in several ways. Traditionally, it can be defined by considering the local connectivity of a node (degree) and some non-local characteristics (distance). Here, we present an approach that can quantify the interaction structure of signed digraphs and we … WebApr 30, 2024 · Various measures have been proposed to quantify the importance of a node in a network. The importance commonly is referred to as the centrality (see, e.g., [3, 7, 12, … the lillys