Transactions on Large-Scale Data- and Knowledge-Centered Systems LI

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 51st issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised selected regular papers. Topics covered include data anonyomaly detection, schema generation, optimizing data coverage, and digital preservationwith synthetic DNA.

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

Inhalt
Threats Modeling And Anomaly Detection In The Behaviour Of A System - A Review Of Some Approaches.- Incremental Schema Generation for Large and Evolving RDF Sources.- Optimizing Data Coverage and Significance in Multiple Hypothesis Testing on User Groups.- Efficiently identifying disguised missing values in heterogeneous, text-rich data.- Digital Preservation with Synthetic DNA.