Overview
- Covers data anonymization and symbolic time series representation
- Discusses anomaly-detection in time series
- Touches on data management in biobanks and the design of intelligent systems for maritime transport
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12930)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
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Table of contents (5 chapters)
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Front Matter
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Back Matter
Keywords
- anomaly detection
- anomaly detection methods
- computer crime
- computer networks
- computer security
- computer systems
- data mining
- data security
- databases
- distributed computer systems
- distributed systems
- intrusion detection
- network protocols
- ontologies
- semantics
- signal processing
- software architecture
- software design
- software engineering
About this book
The LNCS journal Transactions on Large-Scale Data and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.
This, the 50th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised selected regular papers. Topics covered include data anonymization, quasi-identifier discovery methods, symbolic time series representation, detection of anomalies in time series, data quality management in biobanks, and the use of multi-agent technology in the design of intelligent systems for maritime transport.
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems L
Editors: Abdelkader Hameurlain, A Min Tjoa
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-64553-6
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2021
Softcover ISBN: 978-3-662-64552-9Published: 26 November 2021
eBook ISBN: 978-3-662-64553-6Published: 02 December 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: VII, 117
Number of Illustrations: 6 b/w illustrations, 26 illustrations in colour
Topics: Computer Applications, Software Engineering/Programming and Operating Systems, Data Structures and Information Theory, Data Mining and Knowledge Discovery