[HTML][HTML] Random walks and diffusion on networks

N Masuda, MA Porter, R Lambiotte - Physics reports, 2017 - Elsevier
Random walks are ubiquitous in the sciences, and they are interesting from both theoretical
and practical perspectives. They are one of the most fundamental types of stochastic …

[HTML][HTML] Complex networks: a mini-review

AS Mata - Brazilian Journal of Physics, 2020 - Springer
Network analysis is a powerful tool that provides us a fruitful framework to describe
phenomena related to social, technological, and many other real-world complex systems. In …

Identifying vital nodes from local and global perspectives in complex networks

A Ullah, B Wang, JF Sheng, J Long, N Khan… - Expert Systems with …, 2021 - Elsevier
Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …

Centrality measures in complex networks: A survey

A Saxena, S Iyengar - arXiv preprint arXiv:2011.07190, 2020 - arxiv.org
In complex networks, each node has some unique characteristics that define the importance
of the node based on the given application-specific context. These characteristics can be …

Influence of an interurban innovation network on the innovation capacity of China: A multiplex network perspective

Z Feng, H Cai, Z Chen, W Zhou - Technological Forecasting and Social …, 2022 - Elsevier
Interurban innovation network is a typical multiplex network formed by the interactive
coupling of spaces of flows of technology cooperation and transfer. However, studies …

Vulnerability assessment of urban road traffic systems based on traffic flow

S Wang, C Chen, J Zhang, X Gu, X Huang - International Journal of Critical …, 2022 - Elsevier
The vulnerability assessment of urban road traffic systems is of great significance in urban
management, particularly for ensuring their safety and sustainable operations. The majority …

Multilayer network analysis for improved credit risk prediction

M Oskarsdottir, C Bravo - Omega, 2021 - Elsevier
We present a multilayer network model for credit risk assessment. Our model accounts for
multiple connections between borrowers (such as their geographic location and their …

Improved centrality measure based on the adapted PageRank algorithm for urban transportation multiplex networks

Z Li, J Tang, C Zhao, F Gao - Chaos, Solitons & Fractals, 2023 - Elsevier
An increasing number of studies have attempted to build a multiplex network (MN) model to
generalize the traditional network theory and have proposed various centrality measures for …

A new approach to combine multiplex networks and time series attributes: Building intrusion detection systems (IDS) in cybersecurity

SI Pérez, S Moral-Rubio, R Criado - Chaos, Solitons & Fractals, 2021 - Elsevier
Abstract Intrusion Detection Systems (IDS) are fundamental tools in cybersecurity
environments. In this paper, we present a new methodology for the creation of intrusion …

Identification of important nodes in multilayer heterogeneous networks incorporating multirelational information

L Wan, M Zhang, X Li, L Sun, X Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Centrality is an effective method to identify important nodes in complex networks, but it is still
a challenge to find influential nodes by making full use of multiple relationships and global …