Description
Transactions on Large-Scale Data- and Knowledge-Centered Systems L, 1st ed. 2021
Transactions on Large-Scale Data- and Knowledge-Centered Systems Series
Coordinators: Hameurlain Abdelkader, Tjoa A Min
Language: English
Subjects for Transactions on Large-Scale Data- and Knowledge-Centered...:
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
117 p. · 15.5x23.5 cm · Paperback
Description
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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.
