Database Systems for Advanced Applications. Pt.1 - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings

This two volume set LNCS 9049 and LNCS 9050 constitutes the refereed proceedings of the 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, held in Hanoi, Vietnam, in April 2015. The 63 full papers presented were carefully reviewed and selected from a total of 287 submissions. The papers cover the following topics: data mining; data streams and time series; database storage and index; spatio-temporal data; modern computing platform; social networks; information integration and data quality; information retrieval and summarization; security and privacy; outlier and imbalanced data analysis; probabilistic and uncertain data; query processing.

Inhaltsverzeichnis

Data mining.- Data streams and time series.- Database storage and index.- Spatio-temporal data.- Modern computing platform.- Social networks.- Information integration and data quality.- Information retrieval and summarization.- Security and privacy.- Outlier and imbalanced data analysis.- Probabilistic and uncertain data.- Query processing.

Zusammenfassung

This two volume set LNCS 9049 and LNCS 9050 constitutes the refereed proceedings of the 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, held in Hanoi, Vietnam, in April 2015. The 63 full papers presented were carefully reviewed and selected from a total of 287 submissions. The papers cover the following topics: data mining; data streams and time series; database storage and index; spatio-temporal data; modern computing platform; social networks; information integration and data quality; information retrieval and summarization; security and privacy; outlier and imbalanced data analysis; probabilistic and uncertain data; query processing.

Produktdetails

• Mitarbeit: Muhammad Aamir Cheema (Herausgeber), Muhammad Aamir Chemma (Herausgeber), Matthias Renz (Herausgeber), Cyru Shahabi (Herausgeber), Cyrus Shahabi (Herausgeber), Xiaofang Zhou (Herausgeber), Xiaofang Zhou et al (Herausgeber)
• Verlag: Springer, Berlin
• Sprache: Englisch
• Produktform: Taschenbuch
• Erschienen: 01.04.2015
• EAN: 9783319181196
• ISBN: 978-3-31-918119-6
• Seiten: 643
• Abmessung: 158 mm x 234 mm x 35 mm
• Gewicht: 996 g
• Illustration: XXII, 643 p. 247 illus.
• Serien: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI; Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Themen: Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Informatik; C, Algorithmen und Datenstrukturen, Data Mining, Algorithms, angewandte informatik, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, Social Networks, Information Systems Applications (incl. Internet), Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems, Information Storage and Retrieval, Spatial-temporal systems, Web information systems