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2016, ISBN: 3662497832

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics … Mehr…

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2016, ISBN: 3662497832

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics … Mehr…

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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI Special Issue on Data Warehousing and Knowledge Discovery - Hameurlain, Abdelkader (Herausgeber); Küng, Josef (Herausgeber); Mohania, Mukesh (Herausgeber); Bellatreche, Ladjel (Herausgeber); Wagner, Roland (Herausgeber)
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Hameurlain, Abdelkader (Herausgeber); Küng, Josef (Herausgeber); Mohania, Mukesh (Herausgeber); Bellatreche, Ladjel (Herausgeber); Wagner, Roland (Herausgeber):
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI Special Issue on Data Warehousing and Knowledge Discovery - neues Buch

2016

ISBN: 3662497832

1st ed. 2016 Kartoniert / Broschiert Algorithmus, Data Mining (EDV), Datenverarbeitung / Informationsmanagement, Intelligenz / Künstliche Intelligenz, KI, Künstliche Intelligenz - AI, M… Mehr…

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2016, ISBN: 9783662497838

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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI Special Issue on Data Warehousing and Knowledge Discovery - gebrauchtes Buch

2016, ISBN: 9783662497838

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI
Autor:
Titel:
ISBN-Nummer:

3662497832


The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments.This volume, the 26th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Data Warehousing and Knowledge Discovery from Big Data, and contains extended and revised versions of four papers selected as the best papers from the 16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014), held in Munich, Germany, during September 1-5, 2014. The papers focus on data cube computation, the construction and analysis of a data warehouse in the context of cancer epidemiology, pattern mining algorithms, and frequent item-set border approximation.

Detailangaben zum Buch - Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI


EAN (ISBN-13): 9783662497838
ISBN (ISBN-10): 3662497832
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2014
Herausgeber: Springer Berlin

Buch in der Datenbank seit 2016-04-28T02:49:57+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-28T23:54:07+01:00 (Berlin)
ISBN/EAN: 3662497832

ISBN - alternative Schreibweisen:
3-662-49783-2, 978-3-662-49783-8
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: küng, josef lad, kung, bella, large, wagner wagner wagner wagner wagner, roland
Titel des Buches: scale, data warehousing and knowledge discovery, berlin

Daten vom Verlag:

Autor/in: Abdelkader Hameurlain; Josef Küng; Roland Wagner; Ladjel Bellatreche; Mukesh Mohania
Titel: Lecture Notes in Computer Science; Transactions on Large-Scale Data- and Knowledge-Centered Systems; Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVI - Special Issue on Data Warehousing and Knowledge Discovery
Verlag: Springer; Springer Berlin
109 Seiten
Erscheinungsjahr: 2016-03-29
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
XI, 109 p. 43 illus.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Datenbanken; Verstehen; Informatik; data warehouse life cycle; data analysis; personalization; data integration; pattern mining; frequent itemset border; vertical partitioning; high dimensionality data; big data; approximation; banded pattern mining; cancer epidemiology; dualization; hypergraph transversals; partial materialization; real-time OLAP; record linkage; smart data cubes; user interests; zero-one data; Database Management; Data Mining and Knowledge Discovery; Artificial Intelligence; Information Storage and Retrieval; Algorithms; Data Mining; Wissensbasierte Systeme, Expertensysteme; Künstliche Intelligenz; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Algorithmen und Datenstrukturen; EA

Banded Pattern Mining Algorithms in Multi-dimensional Zero-One Data.- Frequent Item-set Border Approximation by Dualization.- Dynamic Materialization for Building Personalized Smart Cubes.- Opening up Data Analysis for Medical Health Services: Data Integration and Analysis in Cancer Registries with CARESS.

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments.

Thisvolume, the 26th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Data Warehousing and Knowledge Discovery from Big Data, and contains extended and revised versions of four papers selected as the best papers from the 16th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014), held in Munich, Germany, during September 1-5, 2014. The papers focus on data cube computation, the construction and analysis of a data warehouse in the context of cancer epidemiology, pattern mining algorithms, and frequent item-set border approximation.


Contains extended and revised version of the best papers selected from DaWaK 2014 Papers focus on aspects of data warehousing and knowledge discovery Topics range from data cube computation to pattern-mining algorithms Includes supplementary material: sn.pub/extras

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9783642400681 Transactions on Large-Scale Data- and Knowledge-Centered Systems IX (Hameurlain, Abdelkader, Josef Küng und Roland Wagner)

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