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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: 46570.00 T
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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.

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: 158380.00 T
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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.


Topological Data Analysis for Scientific Visualization

Автор: Tierny Julien
Название: Topological Data Analysis for Scientific Visualization
ISBN: 3319715062 ISBN-13(EAN): 9783319715063
Издательство: Springer
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Цена: 130430.00 T
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Описание: 1. Introduction.- 2. Background: 2.1 Data representation.- 2.2 Topological abstractions.- 2.3 Algorithms and applications.- 3. Abstraction: 3.1 Efficient topological simplification of scalar fields.- 3.2 Efficient Reeb graph computation for volumetric meshes.- 4. Interaction: 4.1 Topological simplification of isosurfaces.- 4.2 Interactive editing of topological abstractions.- 5. Analysis: 5.1 Exploration of turbulent combustion simulations.- 5.2 Quantitative analysis of molecular interactions.- 6. Perspectives: 6.1 Emerging constraints.- 6.2 Emerging data types.- 7. Conclusion.


Innovations for Shape Analysis

Автор: Breuss
Название: Innovations for Shape Analysis
ISBN: 3642341403 ISBN-13(EAN): 9783642341403
Издательство: Springer
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Цена: 121110.00 T
Наличие на складе: 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.

Introduction to data analysis in r

Автор: Zamora Saiz, Alfonso Quesada Gonzalez, Carlos Hurtado Gil, Lluis Mondejar Ruiz, Diego
Название: Introduction to data analysis in r
ISBN: 3030489965 ISBN-13(EAN): 9783030489960
Издательство: Springer
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Цена: 69870.00 T
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Описание: This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R.

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: 31670.00 T
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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.

Multilayer Control of Networked Cyber-Physical Systems

Автор: Sabato Manfredi
Название: Multilayer Control of Networked Cyber-Physical Systems
ISBN: 331982404X ISBN-13(EAN): 9783319824048
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Поставка под заказ.

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: 139750.00 T
Наличие на складе: Поставка под заказ.

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: 167700.00 T
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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.

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: 121110.00 T
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: 158380.00 T
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.



Topological Methods in Data Analysis and Visualization IV

Автор: Hamish Carr; Christoph Garth; Tino Weinkauf
Название: Topological Methods in Data Analysis and Visualization IV
ISBN: 3319831100 ISBN-13(EAN): 9783319831107
Издательство: Springer
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Цена: 158380.00 T
Наличие на складе: Поставка под заказ.


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