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

Special Issue on Data Management - Principles, Technologies, and Applications

  • Book
  • © 2023

Overview

Editors:
  1. Abdelkader Hameurlain

    1. Paul Sabatier University, IRIT, Toulouse, France

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  2. A Min Tjoa

    1. Technical University of Vienna, IFS, Vienna, Austria

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  3. Omar Boucelma

    1. Aix-Marseille University, LIS, Marseille, France

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  4. Farouk Toumani

    1. Université Clermont Auvergne, CNRS, LIMOS, Aubiere, France

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  • Covers time series management from edge to cloud
  • Discusses the explanation of database query answers
  • Touches on topics such as temporal graph management, tensor-based data mining or time-series prediction

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14160)

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)

  1. Front Matter

    Pages i-ix
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  2. Clock-G: Temporal Graph Management System

    • Maria Massri, Zoltan Miklos, Philippe Raipin, Pierre Meye
    Pages 1-40

  3. TSPredIT: Integrated Tuning of Data Preprocessing and Time Series Prediction Models

    • Rebecca Salles, Esther Pacitti, Eduardo Bezerra, Celso Marques, Carla Pacheco, Carla Oliveira et al.
    Pages 41-55

  4. A Guide to the Tucker Tensor Decomposition for Data Mining: Exploratory Analysis, Clustering and Classification

    • Annabelle Gillet, Éric Leclercq, Lucile Sautot
    Pages 56-88

  5. Challenges for Healthcare Data Analytics Over Knowledge Graphs

    • Maria-Esther Vidal, Emetis Niazmand, Philipp D. Rohde, Enrique Iglesias, Ahmad Sakor
    Pages 89-118

  6. From Database Repairs to Causality in Databases and Beyond

    • Leopoldo Bertossi
    Pages 119-131

  7. Back Matter

    Pages 133-133
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Keywords

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 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 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on temporal graph management, tensor-based data mining, time-series prediction, healthcare analytics over knowledge graphs, and explanation of database query answers.



Editors and Affiliations

  • Paul Sabatier University, IRIT, Toulouse, France

    Abdelkader Hameurlain

  • Technical University of Vienna, IFS, Vienna, Austria

    A Min Tjoa

  • Aix-Marseille University, LIS, Marseille, France

    Omar Boucelma

  • Université Clermont Auvergne, CNRS, LIMOS, Aubiere, France

    Farouk Toumani

Bibliographic Information

  • Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV

  • Book Subtitle: Special Issue on Data Management - Principles, Technologies, and Applications

  • Editors: Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-662-68014-8

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2023

  • Softcover ISBN: 978-3-662-68013-1Published: 22 September 2023

  • eBook ISBN: 978-3-662-68014-8Published: 21 September 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: IX, 133

  • Number of Illustrations: 14 b/w illustrations, 37 illustrations in colour

  • Topics: Computer Applications, Data Mining and Knowledge Discovery, Information Storage and Retrieval

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