Elements in the Structure and Dynamics of Complex Networks – serie
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11 produkter
Multilayer Network Science
From Cells to Societies
Av Oriol Artime, Barbara Benigni m. fl.
Häftad, 2022
308 kr
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Networks are convenient mathematical models to represent the structure of complex systems, from cells to societies. In the last decade, multilayer network science - the branch of the field dealing with units interacting in multiple distinct ways, simultaneously - was demonstrated to be an effective …
Descriptive vs. Inferential Community Detection in Networks
Pitfalls, Myths and Half-Truths
Häftad, 2023
393 kr
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Community detection is one of the most important methodological fields of network science, and one which has attracted a significant amount of attention over the past decades. This area deals with the automated division of a network into fundamental building blocks, with the objective of providing …
Percolation in Spatial Networks
Spatial Network Models Beyond Nearest Neighbours Structures
Häftad, 2022
308 kr
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Percolation theory is a well studied process utilized by networks theory to understand the resilience of networks under random or targeted attacks. Despite their importance, spatial networks have been less studied under the percolation process compared to the extensively studied non-spatial …
Gillespie Algorithms for Stochastic Multiagent Dynamics in Populations and Networks
Av Naoki Masuda, Christian L. Vestergaard
Häftad, 2023
308 kr
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Many multiagent dynamics can be modeled as a stochastic process in which the agents in the system change their state over time in interaction with each other. The Gillespie algorithms are popular algorithms that exactly simulate such stochastic multiagent dynamics when each state change is driven …
Boolean Networks as Predictive Models of Emergent Biological Behaviors
Av Jordan C. Rozum, Colin Campbell m. fl.
Häftad, 2024
308 kr
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Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions - from molecules in gene regulatory networks to species in ecological networks - and the …
Boolean Networks as Predictive Models of Emergent Biological Behaviors
Av Jordan C. Rozum, Colin Campbell m. fl.
Inbunden, 2024
911 kr
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Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions - from molecules in gene regulatory networks to species in ecological networks - and the …
Higher-Order Networks
Häftad, 2021
354 kr
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Higher-order networks describe the many-body interactions of a large variety of complex systems, ranging from the the brain to collaboration networks. Simplicial complexes are generalized network structures which allow us to capture the combinatorial properties, the topology and the geometry of …
Reconstructing Networks
Av Giulio Cimini, Rossana Mastrandrea m. fl.
Häftad, 2021
308 kr
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Complex networks datasets often come with the problem of missing information: interactions data that have not been measured or discovered, may be affected by errors, or are simply hidden because of privacy issues. This Element provides an overview of the ideas, methods and techniques to deal with …
Modularity and Dynamics on Complex Networks
Av Renaud Lambiotte, Michael T. Schaub
Häftad, 2022
276 kr
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Complex networks are typically not homogeneous, as they tend to display an array of structures at different scales. A feature that has attracted a lot of research is their modular organisation, i.e., networks may often be considered as being composed of certain building blocks, or modules. In this …
Weak Multiplex Percolation
Av Gareth J. Baxter, Rui A. da Costa m. fl.
Häftad, 2022
308 kr
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In many systems consisting of interacting subsystems, the complex interactions between elements can be represented using multilayer networks. However percolation, key to understanding connectivity and robustness, is not trivially generalised to multiple layers. This Element describes a …
The Shortest Path to Network Geometry
A Practical Guide to Basic Models and Applications
Av M. Ángeles Serrano, Marián Boguñá
Häftad, 2022
302 kr
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Real networks comprise from hundreds to millions of interacting elements and permeate all contexts, from technology to biology to society. All of them display non-trivial connectivity patterns, including the small-world phenomenon, making nodes to be separated by a small number of intermediate …
