摘要复杂网络的重要节点是指相比网络其他节点而言, 能够在更大程度上影响网络的结构与功能
的一些特殊节点. 近年来, 节点重要性排序研究受到越来越广泛的关注, 不仅因为其重大的理论 …

Complex networks are key to describing the connected nature of the society that we live in.
This book, the second of two volumes, describes the local structure of random graph models …

Vulnerability assessment—a critical issue for networks—attempts to foresee unexpected
destructive events or hostile attacks in the whole system. In this article, we consider a new …

These lecture notes are intended to be used for master courses, where the students have a
limited prior knowledge of special topics in probability. Therefore, we have included many of …

In recent years, the identification of the essential nodes in complex networks has attracted
significant attention because of their theoretical and practical significance in many …

We define a class of growing networks in which new nodes are given a spatial position and
are connected to existing nodes with a probability mechanism favoring short distances and …

The critical edges in complex networks are extraordinary edges which play more significant
role than other edges on the structure and function of networks. The research on identifying …

Critical nodes identification in complex networks is significance for studying the survivability
and robustness of networks. The previous studies on structural hole theory uncovered that …

We investigate a class of growing graphs embedded into the d-dimensional torus where
new vertices arrive according to a Poisson process in time, are randomly placed in space …

Diffusion on networks is an important concept in network science observed in many
situations such as information spreading and rumor controlling in social networks, disease …