Tag Archives: complex network

Overlapping Community Detection based on Network Decomposition

Community detection in complex network has become a vital step to understand the structure and dynamics of networks in various fields. However, traditional node clustering and relatively new proposed link clustering methods have inherent drawbacks to discover overlapping communities. Node … Continue reading

Posted in Community detection, Complex network, Network decomposition, Networks | Tagged , , ,

Control of Complex Networks requires both Structure and Dynamics

The study of network structure has uncovered signatures of the organization of complex systems. However, there is also a need to understand how to control them; for example, identifying strategies to revert a diseased cell to a healthy state, or … Continue reading

Posted in Complex network, Complex system, Control, Dynamics, Structure | Tagged , , , ,

Organization, Development and Function of Complex Brain Networks

Recent research has revealed general principles in the structural and functional organization of complex networks which are shared by various natural, social and technological systems. This review examines these principles as applied to the organization, development and function of complex … Continue reading

Posted in Brain, Brain networks, Cognition, Complex brain networks, Complex network, Networks | Tagged , , , , ,

Controllability of Complex Networks

The ultimate proof of our understanding of natural or technological systems is reflected in our ability to control them. Although control theory offers mathematical tools for steering engineered and natural systems towards a desired state, a framework to control complex … Continue reading

Posted in Complex network, Control, Network science, Network theory, Networks, Self-organized systems | Tagged , , , , ,

Community Structure of Complex Networks

Community structure is a salient structural characteristic of many real-world networks. Communities are generally hierarchical, overlapping, multi-scale and coexist with other types of structural regularities of networks. This poses major challenges for conventional methods of community detection. This book will … Continue reading

Posted in Community, Community structure, Complex network, Network science, Network theory, Networks | Tagged , , , , ,

The Structure and Dynamics of Networks

From the Internet to networks of friendship, disease transmission, and even terrorism, the concept–and the reality–of networks has come to pervade modern society. But what exactly is a network? What different types of networks are there? Why are they interesting, … Continue reading

Posted in Complex network, Network theory, Networks | Tagged , ,

Recent Progress on the Resilience of Complex Networks

Many complex systems in the real world can be modeled as complex networks, which has captured in recent years enormous attention from researchers of diverse fields ranging from natural sciences to engineering. The extinction of species in ecosystems and the … Continue reading

Posted in Complex network, Networks of networks, Resilience | Tagged , ,

A First Course in Network Theory

The study of network theory is a highly interdisciplinary field, which has emerged as a major topic of interest in various disciplines ranging from physics and mathematics, to biology and sociology. This book promotes the diverse nature of the study … Continue reading

Posted in Complex network, Network theory, Networks | Tagged , ,

Community Structure in Large Complex Networks

In this paper, we establish the definition of community fundamentally different from what was commonly accepted in previous studies, where communities were typically assumed to be densely connected internally but sparsely connected to the rest of the network. A community … Continue reading

Posted in Community, Community structure, Complex network, Structure | Tagged , , ,

László Barabási: “Las redes sociales ayudan a que el mundo sea cada vez más predecible”

Estudiar una sociedad, un ser vivo o internet solo a partir de sus componentes individuales es perder una parte esencial de su grandeza. Esta idea está en la base de la Ciencia de las Redes, que pretende enfocar esos sistemas … Continue reading

Posted in Complex network | Tagged | Leave a comment