001444634 000__ 03019cam\a2200517Ia\4500
001444634 001__ 1444634
001444634 003__ OCoLC
001444634 005__ 20230310003720.0
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001444634 019__ $$a1299145258$$a1299276642$$a1299300920$$a1299383928
001444634 020__ $$a9783030964702$$q(electronic bk.)
001444634 020__ $$a3030964701$$q(electronic bk.)
001444634 020__ $$z3030964698
001444634 020__ $$z9783030964696
001444634 0247_ $$a10.1007/978-3-030-96470-2$$2doi
001444634 035__ $$aSP(OCoLC)1298936472
001444634 040__ $$aYDX$$beng$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dOCLCO$$dUKAHL$$dOCLCQ
001444634 049__ $$aISEA
001444634 050_4 $$aQA76.9.D343
001444634 08204 $$a006.3/12$$223
001444634 1001_ $$aChen, Xin W.
001444634 24510 $$aNetwork science models for data analytics automation :$$btheories and applications /$$cXin W. Chen.
001444634 260__ $$aCham, Switzerland :$$bSpringer,$$c2022.
001444634 300__ $$a1 online resource
001444634 4901_ $$aAutomation, collaboration, and e-services ;$$vv. 9
001444634 504__ $$aIncludes bibliographical references and index.
001444634 5050_ $$aNetwork Science Models -- Interdependent Critical Infrastructures -- Public Health -- Smart and Autonomous Power Grid -- Water Distribution Systems -- Transportation Systems.
001444634 506__ $$aAccess limited to authorized users.
001444634 520__ $$aThis book explains network science and its applications in data analytics for critical infrastructures, engineered systems, and knowledge acquisition. Each chapter describes step-by-step processes of how network science enables and automates data analytics through examples. The book not only dissects modeling techniques and analytical results but also explores the intrinsic development of these models and analyses. This unique approach bridges the gap between theory and practice and channels managerial and problem-solving skills. Engineers, researchers, and managers would benefit from the extensive theoretical background and practical examples discussed in this book. Advanced undergraduate students and graduate students in mathematics, statistics, engineering, business, public health, and social science may use this book as a one-semester textbook or a reference book. Readers who are more interested in applications may skip Chapter 1 and peruse through the rest of the book with ease.
001444634 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed March 8, 2022).
001444634 650_0 $$aData mining.
001444634 650_0 $$aComputer networks.
001444634 650_0 $$aElectronic data processing.
001444634 650_6 $$aExploration de données (Informatique)
001444634 650_6 $$aRéseaux d'ordinateurs.
001444634 655_0 $$aElectronic books.
001444634 77608 $$iPrint version: $$z3030964698$$z9783030964696$$w(OCoLC)1292590507
001444634 830_0 $$aAutomation, collaboration, & e-services ;$$vv. 9.
001444634 852__ $$bebk
001444634 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-96470-2$$zOnline Access$$91397441.1
001444634 909CO $$ooai:library.usi.edu:1444634$$pGLOBAL_SET
001444634 980__ $$aBIB
001444634 980__ $$aEBOOK
001444634 982__ $$aEbook
001444634 983__ $$aOnline
001444634 994__ $$a92$$bISE