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Lecture Notes in Computer Science Ser.: Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII : Special Issue on Big Data Analytics and Knowledge Discovery by Josef Küng (2017, Trade Paperback)

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Number of Pages: 113. Weight: 0.41 lbs. Publication Date: 2017-08-10. Publisher: SPRINGER NATURE.

About this product

Product Information

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 volume, the 32nd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Big Data Analytics and Knowledge Discovery, and contains extended and revised versions of five papers selected from the 17th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2015, held in Valencia, Spain, during September 1-4, 2015. The five papers focus on the exact detection of information leakage, the binary shapelet transform for multiclass time series classification, a discrimination-aware association rule classifier for decision support (DAAR), new word detection and tagging on Chinese Twitter, and on-demand snapshot maintenance in data warehouses using incremental ETL pipelines, respectively. discovery, ="" contains="" extended="" revised="" versions="" five="" papers="" selected="" from="" 17th="" international="" conference="" discovery="" (dawak="" 2015), ="" held="" in="" valencia, ="" spain, ="" during="" september="" 1-4, ="" 2015.="" focus="" exact="" detection="" information="" leakage, ="" binary="" shapelet="" transform="" for="" multiclass="" time="" series="" classification, ="" a="" discrimination-aware="" association="" rule="" classifier="" decision="" support="" (daar), ="" new="" word="" tagging="" chinese="" twitter, ="" on-demand="" snapshot="" maintenance="" warehouses="" using="" incremental="" etl="" pipelines, ="" respectively.

Product Identifiers

Publisher
Springer Berlin / Heidelberg
ISBN-10
3662556073
ISBN-13
9783662556078
eBay Product ID (ePID)
240038169

Product Key Features

Author
Josef Küng
Publication Name
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII : Special Issue on Big Data Analytics and Knowledge Discovery
Format
Trade Paperback
Language
English
Series
Lecture Notes in Computer Science Ser.
Publication Year
2017
Type
Textbook
Number of Pages
VII, 113 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
16 Oz

Additional Product Features

Series Volume Number
10420
Number of Volumes
1 Vol.
Lc Classification Number
Qa76.9.D3
Table of Content
Exact Detection of Information Leakage: Decidability and Complexity.- Binary Shapelet Transform for Multiclass Time Series Classification.- DAAR: A Discrimination-Aware Association Rule Classifier for Decision Support.- New Word Detection and Tagging on Chinese Twitter Stream.- On-Demand Snapshot Maintenance in Data Warehouses Using Incremental ETL Pipeline.
Copyright Date
2017
Topic
Expert Systems, Probability & Statistics / General, Networking / General, Data Processing, Databases / Data Mining, Databases / General
Lccn
2017-947502
Dewey Decimal
005.745
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics

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