Giorgio Bertini
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Category 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
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 complex network, complex system, control, dynamics, structure
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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
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
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
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 complex network, network theory, networks
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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 complex network, networks of networks, resilience
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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 complex network, network theory, networks
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Micro-Macro Analysis of Complex Networks
Complex systems have attracted considerable interest because of their wide range of applications, and are often studied via a “classic” approach: study a specific system, find a complex network behind it, and analyze the corresponding properties. This simple methodology has … Continue reading
Posted in Analysis, Complex network, Complex system
Tagged analysis, complex networks, complex systems
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Characterizing the Community Structure of Complex Networks
Community structure is one of the key properties of complex networks and plays a crucial role in their topology and function. While an impressive amount of work has been done on the issue of community detection, very little attention has … Continue reading
Posted in Community, Community structure, Complex network, Networks
Tagged community, community structure, complex networks, networks
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