Transactions on large-scale data- and knowledge- centered systems. LIV : special issue on data management : principles, technologies, and applications / Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani, editors.
2023
QA76.9.D3
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Title
Transactions on large-scale data- and knowledge- centered systems. LIV : special issue on data management : principles, technologies, and applications / Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani, editors.
Edition
1st ed. 2023.
ISBN
9783662680148 (electronic bk.)
3662680149 (electronic bk.)
9783662680131
3662680149 (electronic bk.)
9783662680131
Published
Berlin, Germany : Springer, [2023]
Language
English
Description
1 online resource (ix, 133 pages) : illustrations (some color).
Item Number
10.1007/978-3-662-68014-8 doi
Call Number
QA76.9.D3
Dewey Decimal Classification
005.74
Summary
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 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.
Note
Includes index.
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Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 26, 2023).
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Series
Lecture notes in computer science ; 14160.
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Table of Contents
Clock-G: Temporal graph management system
TSPredIT: Integrated tuning of data preprocessing and time series prediction models
A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification
Challenges for Healthcare Data Analytics over Knowledge Graphs
From Database Repairs to Causality in Databases and Beyond.
TSPredIT: Integrated tuning of data preprocessing and time series prediction models
A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification
Challenges for Healthcare Data Analytics over Knowledge Graphs
From Database Repairs to Causality in Databases and Beyond.