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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVIII: Special Issue on Database- and Expert-Systems Applications

✍ Scribed by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Qimin Chen (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2016
Tongue
English
Leaves
168
Series
Lecture Notes in Computer Science 9940
Edition
1
Category
Library

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✦ Synopsis


This, the 28th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of six papers presented at the 26th International Conference on Database- and Expert-Systems Applications, DEXA 2015, held in Valencia, Spain, in September 2015. Topics covered include efficient graph processing, machine learning on big data, multistore big data integration, ontology matching, and the optimization of histograms for the Semantic Web.

✦ Table of Contents


Front Matter....Pages I-XI
Accelerating Set Similarity Joins Using GPUs....Pages 1-22
Divide-and-Conquer Parallelism for Learning Mixture Models....Pages 23-47
Multistore Big Data Integration with CloudMdsQL....Pages 48-74
Ontology Matching with Knowledge Rules....Pages 75-95
Regularized Cost-Model Oblivious Database Tuning with Reinforcement Learning....Pages 96-132
Workload-Aware Self-tuning Histograms for the Semantic Web....Pages 133-156
Back Matter....Pages 157-157

✦ Subjects


Database Management;Data Mining and Knowledge Discovery;Artificial Intelligence (incl. Robotics);Information Storage and Retrieval;Information Systems Applications (incl. Internet);Algorithm Analysis and Problem Complexity


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