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Multilayer Networks: Analysis and Visualization, De Domenico


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Автор: De Domenico
Название:  Multilayer Networks: Analysis and Visualization
ISBN: 9783030757175
Издательство: Springer
Классификация:







ISBN-10: 303075717X
Обложка/Формат: Hardback
Страницы: 105
Вес: 0.61 кг.
Дата издания: 15.04.2022
Язык: English
Издание: 1st ed. 2022
Иллюстрации: Xxxi, 105 p.; xxxi, 105 p.
Размер: 279 x 210
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Introduction to muxViz with R
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The adoption of multilayer analysis techniques is rapidly expanding across all areas of knowledge, from social sciences (the first facing the complexity of such structures, decades ago) to computer science, from biology to engineering. However, until now, no book has dealt exclusively with the analysis and visualization of multilayer networks. Multilayer Networks: Analysis and Visualization provides a guided introduction to one of the most complete computational frameworks, named muxViz, with introductory information about the underlying theoretical aspects and a focus on the analytical side. Dozens of analytical scripts and examples to use the muxViz library in practice, by means of the Graphical User Interface or by means of the R scripting language, are provided. In addition to researchers in the field of network science, as well as practitioners interested in network visualization and analysis, this book will appeal to researchers without strong technical or computer science background who want to learn how to use muxViz software, such as researchers from humanities, social science and biology: audiences which are targeted by case studies included in the book. Other interdisciplinary audiences include computer science, physics, neuroscience, genetics, urban transport and engineering, digital humanities, social and computational social science. Readers will learn how to use, in a very practical way (i.e., without focusing on theoretical aspects), the algorithms developed by the community and implemented in the free and open-source software muxViz. The data used in the book is available on a dedicated (open and free) site.
Дополнительное описание: Part 1. Multilayer Network Science: Analysis and Visualization.- 1. Introduction.- 2. Multilayer Networks: Overview.- 3. Multilayer Analysis: Fundamentals and Micro-scale.- 4. Multilayer Versatility and Triads.- 5. Multilayer Organization: Meso-scale.- 6.



Visual Analysis of Multilayer Networks

Автор: McGee, Fintan Renoust, Benjamin Archambault, Daniel Ghoniem, Mohammad Kerren, Andreas Pinaud, Bruno
Название: Visual Analysis of Multilayer Networks
ISBN: 3031014804 ISBN-13(EAN): 9783031014802
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges.

Topological Methods in Data Analysis and Visualization V: Theory, Algorithms, and Applications

Автор: Carr Hamish, Fujishiro Issei, Sadlo Filip
Название: Topological Methods in Data Analysis and Visualization V: Theory, Algorithms, and Applications
ISBN: 3030430383 ISBN-13(EAN): 9783030430382
Издательство: Springer
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Цена: 25155.00 р.
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Описание: This collection of peer-reviewed workshop papers provides comprehensive coverage of cutting-edge research into topological approaches to data analysis and visualization. They provide an essential snapshot of state-of-the-art research, helping researchers to keep abreast of the latest developments and providing a basis for future work.

Topological Methods in Data Analysis and Visualization

Автор: Pascucci
Название: Topological Methods in Data Analysis and Visualization
ISBN: 3642150136 ISBN-13(EAN): 9783642150135
Издательство: Springer
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Цена: 20263.00 р.
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Описание: Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current challenges of topology-based techniques include the management of time-dependent data, the representation of large and complex datasets, the characterization of noise and uncertainty, the effective integration of numerical methods with robust combinatorial algorithms, etc. . The editors have brought together the most prominent and best recognized researchers in the field of topology-based data analysis and visualization for a joint discussion and scientific exchange of the latest results in the field. This book contains the best 20 peer-reviewed papers resulting from the discussions and presentations at the third workshop on Topological Methods in Data Analysis and Visualization , held 2009 in Snowbird, Utah, US. The 2009 TopoInVis workshop follows the two successful workshops in 2005 (Slovakia) and 2007 (Germany).

Computational Social Networks

Автор: Ajith Abraham
Название: Computational Social Networks
ISBN: 1447162374 ISBN-13(EAN): 9781447162377
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book, the third of three volumes exploring the concept of social networks from a computational point of view, offers contributions from world-class experts concentrating on topics relating to knowledge discovery and visualization of complex networks.

Advanced Video Communications over Wireless Networks

Название: Advanced Video Communications over Wireless Networks
ISBN: 1138072907 ISBN-13(EAN): 9781138072909
Издательство: Taylor&Francis
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Цена: 9645.00 р.
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Описание:

Wireless video communications encompass a broad range of issues and opportunities that serve as the catalyst for technical innovations. To disseminate the most recent advances in this challenging yet exciting field, Advanced Video Communications over Wireless Networks provides an in-depth look at the fundamentals, recent technical achievements, challenges, and emerging trends in mobile and wireless video communications.

The editors have carefully selected a panel of researchers with expertise in diverse aspects of wireless video communication to cover a wide spectrum of topics, including the underlying theoretical fundamentals associated with wireless video communications, the transmission schemes tailored to mobile and wireless networks, quality metrics, the architectures of practical systems, as well as some novel directions. They address future directions, including Quality-of-Experience in wireless video communications, video communications over future networks, and 3D video communications.

The book presents a collection of tutorials, surveys, and original contributions, providing an up-to-date, accessible reference for further development of research and applications in mobile and wireless video communication systems. The range of coverage and depth of expertise make this book the go-to resource for facing current and future challenges in this field.

Innovations for Shape Analysis

Автор: Breuss
Название: Innovations for Shape Analysis
ISBN: 3642341403 ISBN-13(EAN): 9783642341403
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book surveys recent advances in image processing, and challenges that lie ahead. Coverage includes mathematical morphology, skeletonization, statistical shape modeling, continuous-scale shape models such as PDEs and theory of discrete shape descriptors.

Topological Methods in Data Analysis and Visualization V: Theory, Algorithms, and Applications

Автор: Carr Hamish, Fujishiro Issei, Sadlo Filip
Название: Topological Methods in Data Analysis and Visualization V: Theory, Algorithms, and Applications
ISBN: 3030430359 ISBN-13(EAN): 9783030430351
Издательство: Springer
Цена: 25155.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This collection of peer-reviewed workshop papers provides comprehensive coverage of cutting-edge research into topological approaches to data analysis and visualization. They provide an essential snapshot of state-of-the-art research, helping researchers to keep abreast of the latest developments and providing a basis for future work.

Multilayer networks

Автор: Bianconi, Ginestra (reader In Applied Mathematics, Reader In Applied Mathematics, School Of Mathematical Sciences, Queen Mary University Of London, Uk
Название: Multilayer networks
ISBN: 0192865544 ISBN-13(EAN): 9780192865540
Издательство: Oxford Academ
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Цена: 4750.00 р.
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Описание: Multilayer networks has become a central topic in Network Science. The book presents a comprehensive account of this emerging field. Multilayer networks are formed by several networks and include social networks, financial markets, multi-modal transportation systems, infrastructures, molecular networks, and the brain.

Modeling, Analysis, and Visualization of Anisotropy

Автор: Thomas Schultz; Evren ?zarslan; Ingrid Hotz
Название: Modeling, Analysis, and Visualization of Anisotropy
ISBN: 3319870602 ISBN-13(EAN): 9783319870601
Издательство: Springer
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Цена: 20962.00 р.
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Innovations for Shape Analysis

Автор: Michael Breu?; Alfred Bruckstein; Petros Maragos
Название: Innovations for Shape Analysis
ISBN: 3642442153 ISBN-13(EAN): 9783642442155
Издательство: Springer
Рейтинг:
Цена: 18167.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book surveys recent advances in image processing, and challenges that lie ahead. Coverage includes mathematical morphology, skeletonization, statistical shape modeling, continuous-scale shape models such as PDEs and theory of discrete shape descriptors.

Topological Methods in Data Analysis and Visualization VI: Theory, Applications, and Software

Автор: Hotz Ingrid, Bin Masood Talha, Sadlo Filip
Название: Topological Methods in Data Analysis and Visualization VI: Theory, Applications, and Software
ISBN: 3030834999 ISBN-13(EAN): 9783030834999
Издательство: Springer
Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Scalar Field Topology-Algorithms and Applications.- W-Structures in Contour Trees.- Treemap Based Exploration of Merge Trees.- Notes on Percolation Analysis of Sampled Scalar Fields.- Distributed Task-Parallel Topology-Controlled Volume Rendering.- Topology-Based Tracking of Multi-Center Cyclones.- Using Contour Trees in the Analysis and Visualization of Radio Astronomy Data Cubes.- Topological Methods in Complex Fields-Flow Fields, Tensor Fields, and Multi-fields.- Objective Finite-Time Flow Topology from Flowmap Expansion and Contraction.- Coreline Criteria for Inertial Particle Motion.- Implicit Visualization of 2D Vector Field Topology for Periodic Orbit Detection.- Visually Evaluating Topological Equivalence of Bounded Bivariate Fields.- Topological Feature Search in Time-Varying Multifield Data.- Tensor Fields for Data Extraction from Chart Images: Bar Charts, Histograms, and Scatter Plots.- Topology for Geometric Data.- A Fast Approximate Skeleton with Guarantees for Any Cloud of Points in a Euclidean Space.- Topologically Robust B-Spline Reconstruction of Fibers from 3D Images.- Introduction to Vector Field Topology.- An Overview of the Topology ToolKit.- Implementing Persistence-Based Clustering of Point Clouds in the Topology ToolKit.- TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives.


Modeling, Analysis, and Visualization of Anisotropy

Автор: Thomas Schultz; Evren ?zarslan; Ingrid Hotz
Название: Modeling, Analysis, and Visualization of Anisotropy
ISBN: 331961357X ISBN-13(EAN): 9783319613574
Издательство: Springer
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Цена: 23757.00 р.
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Описание:

This book focuses on the modeling, processing and visualization of anisotropy, irrespective of the context in which it emerges, using state-of-the-art mathematical tools. As such, it differs substantially from conventional reference works, which are centered on a particular application. It covers the following topics: (i) the geometric structure of tensors, (ii) statistical methods for tensor field processing, (iii) challenges in mapping neural connectivity and structural mechanics, (iv) processing of uncertainty, and (v) visualizing higher-order representations. In addition to original research contributions, it provides insightful reviews.

This multidisciplinary book is the sixth in a series that aims to foster scientific exchange between communities employing tensors and other higher-order representations of directionally dependent data. A significant number of the chapters were co-authored by the participants of the workshop titled Multidisciplinary Approaches to Multivalued Data: Modeling, Visualization, Analysis, which was held in Dagstuhl, Germany in April 2016.

It offers a valuable resource for those working in the field of multi-directional data, vital inspirations for the development of new models, and essential analysis and visualization techniques, thus furthering the state-of-the-art in studies involving anisotropy.


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