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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIV de Abdelkader Hameurlain

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIV

Editat de Abdelkader Hameurlain, Josef Küng, Roland Wagner, Hendrik Decker, Lenka Lhotská, Sebastian Link
en Limba Engleză Paperback – 19 feb 2016
This, the24th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems,contains extended and revised versions of seven papers presented at the 25thInternational Conference on Database and Expert Systems Applications, DEXA2014, held in Munich, Germany, in September 2014. Following the conference, andtwo further rounds of reviewing and selection, six extended papers and oneinvited keynote paper were chosen for inclusion in this special issue. Topicscovered include systems modeling, similarity search, bioinformatics, datapricing, k-nearest neighbor querying, database replication, and dataanonymization.
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Specificații

ISBN-13: 9783662492130
ISBN-10: 366249213X
Pagini: 236
Ilustrații: XI, 221 p. 77 illus. in color.
Dimensiuni: 155 x 235 x 13 mm
Greutate: 0.37 kg
Ediția:1st edition 2016
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Reflective Constraint Writing.- PPP-Codes for Large-ScaleSimilarity Searching.- Solving Data Mismatches in Bioinformatics Workflows byGenerating Data Converters.- A Framework for Sampling-Based XML Data Pricing.- kdANN+:A Rapid AkNN Classifier for Big Data.- Optimizing Inter-Data-Center Large-ScaleDatabase Parallel Replication with Workload-Driven Partitioning.- Anonymizationof Data Sets with NULL Values.

Textul de pe ultima copertă

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, the 24th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of seven papers presented at the 25th International Conference on Database and Expert Systems Applications, DEXA 2014, held in Munich, Germany, in September 2014. Following the conference, and two further rounds of reviewing and selection, six extended papers and one invited keynote paper were chosen for inclusion in this special issue. Topics covered include systems modeling, similarity search, bioinformatics, data pricing, k-nearest neighbor querying, database replication, and data anonymization.

Caracteristici

Contains extended and improved versions of papers selected from DEXA 2014 Includes an extensive keynote paper focusing on systems modeling Covers a wide range of topics on database- and expert-system applications Includes supplementary material: sn.pub/extras