Network science models for data analytics automation : theories and applications / Xin W. Chen.
Chen, Xin W.
2022
QA76.9.D343
Available Online

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Title Network science models for data analytics automation : theories and applications / Xin W. Chen.
Author Chen, Xin W.
ISBN 9783030964702 (electronic bk.)
3030964701 (electronic bk.)
3030964698
9783030964696
DOI https://doi.org/10.1007/978-3-030-96470-2
Imprint Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-030-96470-2 doi
Call Number QA76.9.D343
Dewey Decimal Classification 006.3/12
Summary This book explains network science and its applications in data analytics for critical infrastructures, engineered systems, and knowledge acquisition. Each chapter describes step-by-step processes of how network science enables and automates data analytics through examples. The book not only dissects modeling techniques and analytical results but also explores the intrinsic development of these models and analyses. This unique approach bridges the gap between theory and practice and channels managerial and problem-solving skills. Engineers, researchers, and managers would benefit from the extensive theoretical background and practical examples discussed in this book. Advanced undergraduate students and graduate students in mathematics, statistics, engineering, business, public health, and social science may use this book as a one-semester textbook or a reference book. Readers who are more interested in applications may skip Chapter 1 and peruse through the rest of the book with ease.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed March 8, 2022).
Series Automation, collaboration, & e-services ; v. 9.
Available in Other Form Print version: 9783030964696
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Record Appears in Online Resources > Ebooks
All Resources
Network Science Models
Interdependent Critical Infrastructures
Public Health
Smart and Autonomous Power Grid
Water Distribution Systems
Transportation Systems.

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