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

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.

List of contents

Accelerating Set Similarity Joins Using GPUs.- Divide-and-Conquer Parallelism for Learning Mixture Models.- Multistore Big Data Integration with CloudMdsQL.- Ontology Matching with Knowledge Rules.- Regularized Cost-Model Oblivious Database Tuning with Reinforcement Learning.- Workload-Aware Self-tuning Histograms for the Semantic Web.

Summary

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.

Product details

• Assisted by: Qimin Chen (Editor), Abdelkader Hameurlain (Editor), Jose Küng (Editor), Josef Küng (Editor), Roland Wagner (Editor), Roland Wagner et al (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2016
• EAN: 9783662534540
• ISBN: 978-3-662-53454-0
• No. of pages: 157
• Dimensions: 167 mm x 10 mm x 234 mm
• Weight: 272 g
• Illustrations: XI, 157 p. 43 illus.
• Series: Lecture Notes in Computer Science; Transactions on Large-Scale Data- and Knowledge-Centered Systems; Lecture Notes in Computer Science; Transactions on Large-Scale Data- and Knowledge-Centered Systems
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; B, Künstliche Intelligenz, Algorithmen und Datenstrukturen, Data Mining, Algorithms, Artificial Intelligence, angewandte informatik, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Theory of Computation, Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems, Information Storage and Retrieval, self-tuning histograms