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Data Warehousing and Knowledge Discovery [electronic resource] : 15th International Conference, DaWaK 2013, Prague, Czech Republic, August 26-29, 2013, Proceedings / edited by Ladjel Bellatreche, Mukesh K. Mohania.

Contributor(s): Bellatreche, Ladjel [editor.] | Mohania, Mukesh K [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Information Systems and Applications, incl. Internet/Web, and HCI: 8057Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Edition: 1st ed. 2013.Description: XIV, 374 p. 129 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642401312.Subject(s): Database management | Data mining | Information technology -- Management | Database Management | Data Mining and Knowledge Discovery | Computer Application in Administrative Data ProcessingAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.74 Online resources: Click here to access online
Contents:
Modeling and ETL -- Query optimization and parallelism -- Spatial data warehouses and applications -- Text mining and OLAP -- Recommendation and prediction -- Data mining optimization and machine learning techniques -- Mining and processing data streams -- Clustering and data mining applications -- Social network and graph mining -- Event sequence and Web mining.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2013 held in Prague, Czech Republic, in August 2013. The 24 revised full papers and 8 short papers presented were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on modeling and ETL, query optimization and parallelism, spatial data warehouses and applications, text mining and OLAP, recommendation and prediction, data mining optimization and machine learning techniques, mining and processing data streams, clustering and data mining applications, social network and graph mining, and event sequence and Web mining.
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Modeling and ETL -- Query optimization and parallelism -- Spatial data warehouses and applications -- Text mining and OLAP -- Recommendation and prediction -- Data mining optimization and machine learning techniques -- Mining and processing data streams -- Clustering and data mining applications -- Social network and graph mining -- Event sequence and Web mining.

This book constitutes the refereed proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2013 held in Prague, Czech Republic, in August 2013. The 24 revised full papers and 8 short papers presented were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on modeling and ETL, query optimization and parallelism, spatial data warehouses and applications, text mining and OLAP, recommendation and prediction, data mining optimization and machine learning techniques, mining and processing data streams, clustering and data mining applications, social network and graph mining, and event sequence and Web mining.

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