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Data mining techniques in grid computing environments /

Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills n...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Dubitzky, Werner, 1958-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, UK ; Hoboken, NJ : Wiley-Blackwell, 2008.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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245 0 0 |a Data mining techniques in grid computing environments /  |c editor, Werner Dubitzky. 
260 |a Chichester, UK ;  |a Hoboken, NJ :  |b Wiley-Blackwell,  |c 2008. 
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504 |a Includes bibliographical references and index. 
505 0 |a Data mining meets grid computing: time to dance? -- Data analysis services in the knowledge grid -- GridMiner: an advanced support for e-science analytics -- ADaM services: scientific data mining in the service-oriented architecture paradigm -- Mining for misconfigured machines in grid systems -- FAEHIM: federated analysis environment for heterogeneous intelligent mining -- Scalable and privacy preserving distributed data analysis over a service-oriented platform -- Building and using analytical workflows in Discovery Net -- Building workflows that traverse the bioninformatics data landscape -- Specifications of distributed data mining workflows with DataMiningGrid -- Antheater: service-oriented data mining -- DMGA: a generic brokering-based Data Mining Grid Architecture -- Grid-based data mining with the environmental scenario search engine (ESSE) -- Data pre-processing using OGSA-DAI. 
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520 |a Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills necessary to create them. This book provides a simultaneous design blueprint, user guide, and research agenda for current and future developments and will appeal to a broad audience; from developers and users of data mining and grid technology, to advanced undergraduate and postgraduate students interested in this field."--Publisher description 
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650 0 |a Data mining. 
650 0 |a Computational grids (Computer systems) 
650 6 |a Exploration de données (Informatique) 
650 6 |a Grilles informatiques. 
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700 1 |a Dubitzky, Werner,  |d 1958- 
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