Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9050)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): DASFAA: International Conference on Database Systems for Advanced Applications
Conference proceedings info: DASFAA 2015.
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Table of contents (36 papers)
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Front Matter
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Outlier and Imbalanced Data Analysis
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Front Matter
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Probabilistic and Uncertain Data
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Front Matter
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Data Mining II
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Front Matter
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Other Volumes
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Database Systems for Advanced Applications
About this book
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.
Keywords
- Web information systems
- big data
- collaborative filtering
- crowdsourcing
- data management systems
- data quality
- database systems
- graph algorithms
- graph data management
- indexing
- information retrieval
- machine learning
- privacy
- query languages
- retrieval models
- security
- similarity measures
- social networks
- spatial-temporal systems
- algorithm analysis and problem complexity
Editors and Affiliations
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Universität München, München, Germany
Matthias Renz
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University of Southern California, Los Angeles, USA
Cyrus Shahabi
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University of Queensland, Brisbane, Australia
Xiaofang Zhou
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Monash University, Clayton, Australia
Muhammad Aamir Cheema
Bibliographic Information
Book Title: Database Systems for Advanced Applications
Book Subtitle: 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II
Editors: Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-18123-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-18122-6Published: 21 April 2015
eBook ISBN: 978-3-319-18123-3Published: 08 April 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVIII, 549
Number of Illustrations: 230 b/w illustrations
Topics: Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Algorithm Analysis and Problem Complexity