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Information Granularity, Big Data, and Computational Intelligence: 8 (Studies in Big Data) - Hardcover
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The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data.
This carefully edited volume provides the reader with an updated, in-depth material on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of big data architectures, analysis, and interpretation as well as data analytics. The book is aimed at a broad audience of researchers and practitioners including those active in various disciplines in which big data, their analysis and optimization are of genuine relevance. One focal point is the systematic exposure of the concepts, design methodology, and detailed algorithms. In general, the volume adheres to the top-down strategy starting with the concepts and motivation and then proceeding with the detailed design that materializes in specific algorithms and representative applications. The material is self-contained and provides the reader with all necessary prerequisites and augments some parts with a step-by-step explanation of more advanced concepts supported by a significant amount of illustrative numeric material and some application scenarios to motivate the reader and make some abstract concepts more tangible.
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- VerlagSpringer
- Erscheinungsdatum2014
- ISBN 10 3319082531
- ISBN 13 9783319082530
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten458
- HerausgeberPedrycz Witold, Chen Shyi-Ming
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Information Granularity, Big Data, and Computational Intelligence.
Verlag:
Cham, Springer International Publishing., 2014
ISBN 10: 3319082531
ISBN 13: 9783319082530
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235 mm x 155 mm. XI, 444 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Stamped. Studies in Big Data, Vol. 8. Sprache: Englisch. Bestandsnummer des Verkäufers 2303BB
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Information Granularity, Big Data, and Computational Intelligence (Studies in Big Data)
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Hardcover. Zustand: New. No Jacket. Springer, 2015. Heavy hardback, no dustjacket. Unread copy. New & Sealed. book. Bestandsnummer des Verkäufers HVY-16266
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Information Granularity, Big Data, and Computational Intelligence (Studies in Big Data, 8)
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Information Granularity, Big Data, and Computational Intelligence
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Springer International Publishing Jul 2014, 2014
ISBN 10: 3319082531
ISBN 13: 9783319082530
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data.This carefully edited volume provides the reader with an updated, in-depth material on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of big data architectures, analysis, and interpretation as well as data analytics. The book is aimed at a broad audience of researchers and practitioners including those active in various disciplines in which big data, their analysis and optimization are of genuine relevance. One focal point is the systematic exposure of the concepts, design methodology, and detailed algorithms. In general, the volume adheres to the top-down strategy starting with the concepts and motivation and then proceeding with the detailed design that materializes in specific algorithms and representative applications. The material is self-contained and provides the reader with all necessary prerequisites and augments some parts with a step-by-step explanation of more advanced concepts supported by a significant amount of illustrative numeric material and some application scenarios to motivate the reader and make some abstract concepts more tangible. 456 pp. Englisch. Bestandsnummer des Verkäufers 9783319082530
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Information Granularity, Big Data, and Computational Intelligence (Studies in Big Data, 8)
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Information Granularity, Big Data, and Computational Intelligence (Studies in Big Data, 8)
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Information Granularity, Big Data, and Computational Intelligence
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Information Granularity, Big Data, and Computational Intelligence
Verlag:
Springer International Publishing, 2014
ISBN 10: 3319082531
ISBN 13: 9783319082530
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data.This carefully edited volume provides the reader with an updated, in-depth material on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of big data architectures, analysis, and interpretation as well as data analytics. The book is aimed at a broad audience of researchers and practitioners including those active in various disciplines in which big data, their analysis and optimization are of genuine relevance. One focal point is the systematic exposure of the concepts, design methodology, and detailed algorithms. In general, the volume adheres to the top-down strategy starting with the concepts and motivation and then proceeding with the detailed design that materializes in specific algorithms and representative applications. The material is self-contained and provides the reader with all necessary prerequisites and augments some parts with a step-by-step explanation of more advanced concepts supported by a significant amount of illustrative numeric material and some application scenarios to motivate the reader and make someabstract concepts more tangible. Bestandsnummer des Verkäufers 9783319082530
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Information Granularity, Big Data, and Computational Intelligence
Verlag:
Springer International Publishing, 2014
ISBN 10: 3319082531
ISBN 13: 9783319082530
Neu
Hardcover
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Gebunden. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes introductory chapters both in terms of big data, the key challenges of the area, development opportunities and a well-focused introduction to Computational IntelligenceSelf-contained and easily accessible volumeWritten by experts i. Bestandsnummer des Verkäufers 4498128
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Information Granularity, Big Data, and Computational Intelligence
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Zustand: New. pp. 458. Bestandsnummer des Verkäufers 135051340
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