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Generating Random Networks and Graphs

Generating random networks efficiently and accurately is an important challenge for practical applications, and an interesting question for;

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Random Graphs and Complex Networks

in probability, the text covers such important preliminaries as convergence of random variables, probabilistic bounds, coupling, martingales, and;

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Probability on Trees and Networks

, eigenvalues, transition probabilities, and random walks. Written by two leading researchers, the text emphasizes intuition, while giving complete;

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Probability on Trees and Networks

, eigenvalues, transition probabilities, and random walks. Written by two leading researchers, the text emphasizes intuition, while giving complete;

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Structural Analysis in the Social Sciences

, exponential families of random graphs, the analysis of longitudinal network data, graphical techniques for exploring network data, and software for;

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Structural Analysis in the Social Sciences

, exponential families of random graphs, the analysis of longitudinal network data, graphical techniques for exploring network data, and software for;

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Large Deviations for Random Graphs

This book addresses the emerging body of literature on the study of rare events in random graphs and networks. For example, what does a;

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Groups, Graphs and Random Walks

An accessible and panoramic account of the theory of random walks on groups and graphs, stressing the strong connections of the theory with;

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Random Graphs

Presents refereed papers by international experts regarding such diverse areas of interest as: random mappings and permutations;

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Graph Mining

Practitioner's Guide / SVD, Random Walks, and Tensors / Tensors / Community Detection / Influence/Virus Propagation and Immunization / Case Studies;

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Introduction to Random Graphs

The text covers random graphs from the basic to the advanced, including numerous exercises and recommendations for further reading.;

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Random Graphs

This book is devoted to the study of classical combinatorial structures such as random graphs, permutations, and systems of random linear;

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Random Graphs

This book is devoted to the study of classical combinatorial structures such as random graphs, permutations, and systems of random linear;

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Stochastic Geometry for Wireless Networks

Covering point process theory, random geometric graphs and coverage processes, this rigorous introduction to stochastic geometry will;

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Foundations of Data Science

algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important;

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Harmonic Functions and Potentials on Finite or Infinite Networks

Random walks, Markov chains and electrical networks serve as an introduction to the study of real-valued functions on finite or infinite;

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Random Graphs for Statistical Pattern Recognition

This work provides comprehensive coverage of two timely fields, enhanced with many references and real world examples. This valuable;

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London Mathematical Society Lecture Note Series

cryptography, greedy algorithms, graph minors, flows through random networks, (0, 1)-distance problems, irregularities of point distributions and;

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Network Science

science. It examines the various kinds of networks (regular, random, small-world, influence, scale-free, and social) and applies network processes;

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Random Walks and Heat Kernels on Graphs

overview of analytic methods, starting with the connection between random walks and electrical resistance, and then proceeding to study the use;

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Random Graph Dynamics

and Watts to define the small world random graph, where each site is connected to close neighbours, but also has long range connections. At;

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Unimodularity in Randomly Generated Graphs

generalization from groups to graphs is successful. The ``randomly generated graphs'', which include percolation graphs, random Erdos-Renyi graphs, and;

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Complex Graphs and Networks

first principles the universal and ubiquitous coherence in the structure of these realistic but complex networks? In order to analyze these;

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Random Graph Dynamics

The theory of random graphs began in the late 1950s in several papers by Erdos and Renyi. In the late twentieth century, the notion of six;

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Extremal problems in random graphs

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Infinite Electrical Networks

of application to exterior problems of partial differential equations, random walks on infinite graphs, and networks of operators on Hilbert spaces.;

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Intelligent Random Walk

applications of this type of random walk algorithm, particularly as an efficient prediction model for large-scale networks such as peer-to-peer and;

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