Data Warehousing and Knowledge Discovery: 14th International Conference, DaWaK 2012, Vienna, Austria, September 3-6, 2012, Proceedings

by Alfredo Cuzzocrea (Editor), Umeshwar Dayal (Editor)

Overview

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.

Product Details

ISBN-13:	9783642325830
Publisher:	Springer Berlin Heidelberg
Publication date:	07/20/2012
Series:	Lecture Notes in Computer Science , #7448
Edition description:	2012
Pages:	454
Product dimensions:	6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

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.