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Transactions on Large-Scale Data- and Knowledge-Centered Systems XLI: Special Issue on Data and Security Engineering

✍ Scribed by Abdelkader Hameurlain, Roland Wagner, Tran Khanh Dang


Publisher
Springer Berlin Heidelberg
Year
2019
Tongue
English
Leaves
181
Series
Lecture Notes in Computer Science 11390
Edition
1st ed.
Category
Library

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✦ Synopsis


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. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments.

This, the 41st issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains seven revised, extended papers selected from the 4th International Conference on Future Data and Security Engineering, FDSE 2017, which was held in Ho Chi Minh City, Vietnam, in November/December 2017. The main focus of this special issue is on data and security engineering, as well as engineering applications.

✦ Table of Contents


Front Matter ....Pages I-IX
Fast Distributed Top-q and Top-k Query Processing (Claus Dabringer, Johann Eder)....Pages 1-31
Invariant Properties and Bounds on a Finite Time Consensus Algorithm (Michel Toulouse, BΓΉi Quang Minh, Quang Tran Minh)....Pages 32-58
Parallel Learning Algorithms of Local Support Vector Regression for Dealing with Large Datasets (Thanh-Nghi Do, Le-Diem Bui)....Pages 59-77
A Parallel Incremental Frequent Itemsets Mining IFIN+: Improvement and Extensive Evaluation (Van Quoc Phuong Huynh, Josef KΓΌng, Tran Khanh Dang)....Pages 78-106
Automated Security Analysis of Authorization Policies with Contextual Information (Khai Kim Quoc Dinh, Anh Truong)....Pages 107-139
Classification Methods in Colon Disease Information System (Anna Kasperczuk, Agnieszka Dardzinska)....Pages 140-159
Application of Regularized Online Sequential Learning for Glucose Correction (Hieu Trung Huynh, Yonggwan Won)....Pages 160-171
Back Matter ....Pages 173-173

✦ Subjects


Computer Science; Data Mining and Knowledge Discovery; Computer Systems Organization and Communication Networks; Logic Design; Database Management


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