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

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.

List 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.

Product details

• Assisted by: Alfredo Cuzzocrea (Editor), Umeshwar Dayal (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 20.07.2012
• EAN: 9783642325830
• ISBN: 978-3-642-32583-0
• No. of pages: 454
• Illustrations: XIII, 454 p. 198 illus.
• Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Data Mining, Data Warehousing, computer science, Information Retrieval, Database Management, Public Administration, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Information technology: general issues, Internet searching, Expert systems / knowledge-based systems, Computer Appl. in Administrative Data Processing, Human–computer interaction, User interface design & usability, Information Storage and Retrieval, User Interfaces and Human Computer Interaction, User interfaces (Computer systems)