Data Warehousing and Knowledge Discovery

15th International Conference, DaWaK 2013, Prague, Czech Republic, August 26-29, 2013, Proceedings
2013
ISBN: 978-3-642-40130-5
Verlag: Springer

Buch, Englisch, Band 8057, 374 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 587 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Mohania, Mukesh K.

Bellatreche, Ladjel

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen

Inhaltsverzeichnis

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.