An efficient algorithm for mining a set of influential spreaders in complex networks

L Jiang, X Zhao, B Ge, W **ao, Y Ruan - Physica A: Statistical Mechanics …, 2019 - Elsevier
Identifying the influential nodes in social network is of significance for information spreading,
virus control and contagious disease detection. In this paper, the problem of influential …

Linear dynamics and control of brain networks

JZ Kim, DS Bassett - Neural Engineering, 2020 - Springer
The brain is an intricately structured organ responsible for the rich emergent dynamics that
support the complex cognitive functions we enjoy as humans. With around 10 11 neurons …

Structure matters: Assessing the statistical significance of network topologies

B Salbanya, C Carrasco-Farré, J Nin - PloS one, 2024 - journals.plos.org
Network analysis has found widespread utility in many research areas. However, assessing
the statistical significance of observed relationships within networks remains a complex …

Optimization of controllability and robustness of complex networks by edge directionality

M Liang, S **, D Wang, X Zou - The European Physical Journal B, 2016 - Springer
Recently, controllability of complex networks has attracted enormous attention in various
fields of science and engineering. How to optimize structural controllability has also become …

Controllability analysis of the small-world network of neural populations

X Liu, RJ Li, Y Zhao - Europhysics Letters, 2022 - iopscience.iop.org
Controllability analysis of brain networks is the theoretical foundation for neuromodulation
feasibility. This paper presents a new framework for studying controllability of certain brain …

Cascading failures in interdependent networks due to insufficient received support capability

P Cui, P Zhu, C Shao, P Xun - Physica A: Statistical Mechanics and Its …, 2017 - Elsevier
We propose a capability based dependency model of interdependent network that takes two
node dependency properties into account. One is support capability and the other is …

Complex network controllability analysis on business architecture optimization

J Chen, H Chen, H Li - Mathematical Problems in Engineering, 2021 - Wiley Online Library
Currently, the business process elements in the design of organizational business
architecture are becoming increasingly complex, showing trends of networking and …

Quantitative controllability index of complex networks

L Wang, Y Zhang, J Han, Z Kong - Advances in Mathematical …, 2018 - Wiley Online Library
In this paper, the controllability issue of complex network is discussed. A new quantitative
index using knowledge of control centrality and condition number is constructed to measure …

A link prediction method based on neural networks

K Li, S Gu, D Yan - Applied Sciences, 2021 - mdpi.com
Link prediction to optimize network performance is of great significance in network evolution.
Because of the complexity of network systems and the uncertainty of network evolution, it …

Two controllable canonical forms for single input complex network

L Wang, L Wang, Z Kong - 2017 29th Chinese Control And …, 2017 - ieeexplore.ieee.org
The outstanding problem of controlling complex networks is relevant to many areas of
science and engineering, and has the potential to generate technological breakthroughs as …