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

  • Book
  • © 2021

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)

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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.



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Keywords

Table of contents (5 chapters)

Editors and Affiliations

  • IRIT, Paul Sabatier University, Toulouse, France

    Abdelkader Hameurlain

  • IFS, Technical University of Vienna, Vienna, Austria

    A Min Tjoa

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