Lss: a locality-based structure system to evaluate the spreader's importance in social complex networks

A Ullah, J Shao, Q Yang, N Khan, CM Bernard… - Expert Systems with …, 2023 - Elsevier
Assessing the importance of spreaders in networks is crucial for investigating the survival
and robustness of networks. There are numerous potential applications, such as preventing …

Leveraging neighborhood and path information for influential spreaders recognition in complex networks

A Ullah, JF Sheng, B Wang, SU Din, N Khan - Journal of Intelligent …, 2024 - Springer
The study of influential spreaders has become a growing area of interest within network
sciences due to its critical implications in understanding the robustness and vulnerability of …

A new semi-local centrality for identifying influential nodes based on local average shortest path with extended neighborhood

Y Xiao, Y Chen, H Zhang, X Zhu, Y Yang… - Artificial Intelligence …, 2024 - Springer
Quantifying the importance of nodes in complex networks is known as the problem of
identifying influential nodes and is considered a critical aspect in interacting with these …

[HTML][HTML] WSLC: Weighted semi-local centrality to identify influential nodes in complex networks

X Wang, M Othman, DA Dewi, Y Wang - Journal of King Saud University …, 2024 - Elsevier
Identifying and ranking influential nodes in complex networks is a critical aspect to study the
survival and robustness of networks. Many ongoing researches have proposed centrality …

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 …

Towards investigating influencers in complex social networks using electric potential concept from a centrality perspective

A Ullah, SU Din, N Khan, CB Mawuli, J Shao - Information Fusion, 2024 - Elsevier
Influencers in complex social networks are crucial for shaping the dynamics of information
dissemination, viral marketing strategies, and controlling public opinion. This raises an …

NetVA: an R package for network vulnerability and influence analysis

S Kumar, G Pauline, V Vindal - Journal of Biomolecular Structure …, 2024 - Taylor & Francis
In biological network analysis, identifying key molecules plays a decisive role in the
development of potential diagnostic and therapeutic candidates. Among various approaches …

A proposal for ranking through selective computation of centrality measures

D Bertaccini, A Filippo - Plos one, 2023 - journals.plos.org
In complex network analysis it is essential to investigate the alteration of network structures
that results from the targeted removal of vertices or edges, ranked by centrality measures …

Influential users identification under the non-progressive LTIRS model

K Devi, R Tripathi - Knowledge and Information Systems, 2024 - Springer
Identification of the key influencers is one of the most important strategies for initiating any
transmission process in a social network. However, many of the current studies on influence …

A hybrid recognition framework of crucial seed spreaders in complex networks with neighborhood overlap

T Tong, M Wang, W Yuan, Q Dong, J Sun… - Journal of Intelligent …, 2024 - Springer
Recognizing crucial seed spreaders of complex networks is an open issue that studies the
dynamic spreading process and analyzes the performance of networks. However, most of …