Transactions on large-scale data and knowledge-centered systems : VIII : Special Issue on Advances in Data Warehousing and Knowledge Discovery

Transactions on large-scale data and knowledge-centered systems : VIII Special Issue on Advances in Data Warehousing and Knowledge Discovery

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 developme...

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Auteurs principaux : Hameurlain A. (Directeur de publication), Küng Josef (Directeur de publication), Wagner Roland (Directeur de publication), Cuzzocrea Alfredo (Directeur de publication), Dayal Umeshwar (Directeur de publication)
Format : Livre
Langue : anglais
Titre complet : Transactions on large-scale data and knowledge-centered systems. VIII : Special Issue on Advances in Data Warehousing and Knowledge Discovery / edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal.
Publié : Berlin, Heidelberg : Springer Berlin Heidelberg , 2013
Cham : Springer Nature
Collection : Transactions on large-scale data- and knowledge-centered systems (Online) ; 7790
Accès en ligne : Accès Nantes Université
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Sujets :
Computer Science
Computer Appl. in Administrative Data Processing
Data Mining and Knowledge Discovery
Database Management
Information Storage and Retrieval
Computer Application in Administrative Data Processing
Documents associés : Autre format: Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII
Autre format: Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII
Description
Résumé : 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 eighth issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers focusing on the following topics: scalable data warehousing via MapReduce, extended OLAP multidimensional models, naive OLAP engines and their optimization, advanced data stream processing and mining, semi-supervised learning of data streams, incremental pattern mining over data streams, association rule mining over data streams, frequent pattern discovery over data streams.
ISBN : 978-3-642-37574-3
DOI : 10.1007/978-3-642-37574-3