Apr 15, 2020 · This paper presents an improvement of the ksh method by providing a mathematical model for the free parameter based on standard network parameters.

Feb 23, 2022 · First, the K-shell decomposition method is used to decompose the network, and the network is regarded as a hierarchical structure from the inner ...

Aug 29, 2010 · We find that the most efficient spreaders are those located within the core of the network as identified by the k-shell decomposition analysis.

Jun 30, 2022 · This study enhances the weighted K-shell degree neighborhood approach (ksdwe) and proposes a new hybrid K-shell decomposition method termed the ...

This paper presents an improvement of the ksh method by providing a mathematical model for the free parameter based on standard network parameters. Experiments ...

Identifying influential spreaders in a complex network has practical and theoretical significance. In applications such as disease spreading, ...

Nov 12, 2021 · Influential spreaders identification in complex networks with improved k-shell hybrid method. Expert Syst. Appl. 144, 113092 (2020). Article ...

The results of the experiment on eight real-world networks show that the proposed method can rank the influential spreaders more accurately. Moreover, IKS has ...

A hybrid method based on K-shell decomposition to identify the most influential spreaders in complex networks and the Technique for Order of Preference by ...

Wang et al. [42] proposed IKS, an improved algorithm that combines the K-shell and node information entropy to identify influential spreaders from both higher ...