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9783319851624: Data Science and Big Data: An Environment of Computational Intelligence

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ISBN 10 : 3319851624 ISBN 13 : 9783319851624

Editeur : Springer, 2018

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Part I. Fundamentals.- Large-Scale Clustering Algorithms.- On High Dimensional Search Space and Learning Methods.-Enhanced Over_Sampling Techniques for Imbalanced Big Data Set Classification.- Online Anomaly Detection in Big Data: The First Line of Defense Against Intruders.- Developing Modified Classifier for Big Data Paradigm: An Approach through Bio-Inspired Soft Computing.- Unified Framework for Control of Machine Learning Tasks Towards Effective and Efficient Processing of Big Data.- An Efficient Approach for Mining High Utility Itemsets over Data Streams.- Event Detection in Location-Based Social Networks.- Part II. Applications.- Using Computational Intelligence for the Safety Assessment of Oil and Gas Pipelines: A Survey.- Big Data for Effective Management of Smart Grids.- Distributed Machine Learning on Smart-Gateway Network Towards Real-Time Indoor Data Analytics.- Predicting Spatiotemporal Impacts of Weather on Power Systems using Big Data Science.- Index.

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�diteur: Springer
Date d'�dition: 2018
Langue: anglais
ISBN 10: 3319851624
ISBN 13: 9783319851624
Reliure: Broch�
Nombre de pages: 312
�diteur: Pedrycz Witold, Chen Shyi-Ming
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ISBN 10 : 3319534734 ISBN 13 : 9783319534732
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Data Science and Big Data: An Environment of Computational Intelligence

Pedrycz, Witold|Chen, Shyi-Ming

Edit� par Springer International Publishing, 2018

ISBN 10 : 3319851624 ISBN 13 : 9783319851624

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Discusses implementations and case studiesIdentifies the best design practicesAssesses data analytics business models and practices in industry, health care, administration and businessThis book p. N� de r�f. du vendeur 448758964

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Data Science and Big Data: An Environment of Computational Intelligence (Studies in Big Data, 24)

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Data Science and Big Data: An Environment of Computational Intelligence

Shyi-Ming Chen

Edit� par Springer International Publishing, Springer Nature Switzerland, 2018

ISBN 10 : 3319851624 ISBN 13 : 9783319851624

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today's knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems. N� de r�f. du vendeur 9783319851624

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Data Science and Big Data: An Environment of Computational Intelligence

Shyi-Ming Chen

Edit� par Springer International Publishing, Springer Nature Switzerland Jul 2018, 2018

ISBN 10 : 3319851624 ISBN 13 : 9783319851624

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today's knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems. 312 pp. Englisch. N� de r�f. du vendeur 9783319851624

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Data Science and Big Data: An Environment of Computational Intelligence

Shyi-Ming Chen

Edit� par Springer International Publishing, Springer Nature Switzerland Jul 2018, 2018

ISBN 10 : 3319851624 ISBN 13 : 9783319851624

Neuf Taschenbuch

Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Taschenbuch. Etat : Neu. Neuware -This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 312 pp. Englisch. N� de r�f. du vendeur 9783319851624

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