Mathematical model of infection kinetics and its analysis for COVID-19, SARS and MERS

K Liang - Infection, Genetics and Evolution, 2020 - Elsevier
The purpose of this paper is to reveal the spread rules of the three pneumonia: COVID-19,
SARS and MERS. We compare the new spread characteristics of COVID-19 with those of …

A new approach for evaluating node importance in complex networks via deep learning methods

M Zhang, X Wang, L Jin, M Song, Z Li - Neurocomputing, 2022 - Elsevier
The evaluation of node importance is a critical research topic in network science, widely
applied in social networks, transport systems, and computer networks. Prior works …

Identification of Influential Nodes via Effective Distance‐based Centrality Mechanism in Complex Networks

A Ullah, B Wang, J Sheng, J Long, N Khan - Complexity, 2021 - Wiley Online Library
Efficient identification of influential nodes is one of the essential aspects in the field of
complex networks, which has excellent theoretical and practical significance in the real …

Complex systems and network science: a survey

K Yang, J Li, M Liu, T Lei, X Xu, H Wu… - Journal of systems …, 2023 - ieeexplore.ieee.org
Complex systems widely exist in nature and human society. There are complex interactions
between system elements in a complex system, and systems show complex features at the …

A novel semi local measure of identifying influential nodes in complex networks

X Wang, W Slamu, W Guo, S Wang, Y Ren - Chaos, Solitons & Fractals, 2022 - Elsevier
How to identify influencers is very significance in mastering the nature of node, controlling
spreading process in complex networks. In this research field, each method has its own …

Influence maximization by rumor spreading on correlated networks through community identification

DA Vega-Oliveros, L da Fontoura Costa… - … in Nonlinear Science …, 2020 - Elsevier
The identification of the minimal set of nodes that maximizes the propagation of information
is one of the most relevant problems in network science. In this paper, we introduce a new …

Identifying influential nodes in complex networks via Transformer

L Chen, Y Xi, L Dong, M Zhao, C Li, X Liu… - Information Processing & …, 2024 - Elsevier
In the domain of complex networks, the identification of influential nodes plays a crucial role
in ensuring network stability and facilitating efficient information dissemination. Although the …

RNe2Vec: information diffusion popularity prediction based on repost network embedding

J Shang, S Huang, D Zhang, Z Peng, D Liu, Y Li, L Xu - Computing, 2021 - Springer
With the rapid development in artificial intelligence and mobile networks, the past decade
has witnessed the flourish of social media, and information diffusion popularity prediction in …

The interplay of social constraints and individual variation in risk tolerance in the emergence of superspreaders

MJ Young, MJ Silk, AJ Pritchard… - Journal of the Royal …, 2023 - royalsocietypublishing.org
Individual host behaviours can drastically impact the spread of infection through a
population. Differences in the value individuals place on both socializing with others and …

Identifying key nodes in complex networks based on an improved gravity model

L Zhong, X Gao, L Zhao, L Zhang, P Chen… - Frontiers in …, 2023 - frontiersin.org
The identification of key nodes in complex networks is a hot topic. Therefore, it attracts
increasing attention from different fields, like airline networks and social networks. To identify …