Data Warehousing and Knowledge Discovery

14th International Conference, DaWaK 2012, Vienna, Austria, September 3-6, 2012, Proceedings
2012
ISBN: 978-3-642-32583-0
Verlag: Springer

Buch, Englisch, 454 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 715 g

Reihe: Information Systems and Applications, incl. Internet/Web, and HCI

This book constitutes the refereed proceedings of the 14th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2012 held in Vienna, Austria, in September 2012. The 36 revised full papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on data warehouse design methodologies, ETL methodologies and tools, multidimensional data processing and management, data warehouse and OLAP extensions, data warehouse performance and optimization, data mining and knowledge discovery techniques, data mining and knowledge discovery applications, pattern mining, data stream mining, data warehouse confidentiality and security, and distributed paradigms and algorithms.

Zielgruppe

Research

Autoren/Hrsg.

Dayal, Umeshwar

Cuzzocrea, Alfredo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Social Media, Semantic Web, Web 2.0
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse

Inhaltsverzeichnis

Data Warehouse Design Methodologies.- ETL Methodologies and Tools.- Multidimensional Data Processing and Management.- Data Warehouse and OLAP Extensions.- Data Warehouse Performance and Optimization.- Data-Mining and Knowledge-Discovery Techniques.- Data-Mining and Knowledge-Discovery Applications.- Pattern Mining.- Data Stream Mining.- Data Warehouse Confidentiality and Security.- Distributed Paradigms and Algorithms.