[HTML][HTML] Random walks and diffusion on networks
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 …
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 …
phenomena related to social, technological, and many other real-world complex systems. In …
Identifying vital nodes from local and global perspectives in complex networks
Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …
of network's robustness and vulnerability. Consistent research proposed various …
Centrality measures in complex networks: A survey
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 …
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 …
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 …
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 …
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
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 …
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 …
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
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 …
a challenge to find influential nodes by making full use of multiple relationships and global …