Data Analytics: Lecture Notes in Computer Science, cartea 10365
Editat de Andrea Calì, Peter Wood, Nigel Martin, Alexandra Poulovassilisen Limba Engleză Paperback – 14 iun 2017
The 17 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as data cleansing, data integration, data wrangling, data mining and knowledge discovery, graph data and knowledge graphs, intelligent data analysis, approximate and flexible querying, data provenance and ontology-based data access. They are organized in the following topical sections: data wrangling and data integration; data analysis and data mining; graph data querying and analysis; multidimensional data and data quality; and distributed and multimedia data management.
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Specificații
ISBN-13: 9783319607948
ISBN-10: 3319607944
Pagini: 188
Ilustrații: XX, 165 p. 39 illus.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.3 kg
Ediția:1st edition 2017
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3319607944
Pagini: 188
Ilustrații: XX, 165 p. 39 illus.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.3 kg
Ediția:1st edition 2017
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Towards Interactive User Data Analytics.- A Conceptual Approach to Traffic Data Wrangling.- Integrating Online Data for Smart City Data Marts.- Towards Automatic Data Format Transformations: Data Wrangling at Scale.- Database Processes for Application Integration.- Preserving the Value of Large Scale Data Analytics over Time Through Selective Re-computation.- Statistical Data Analysis of Culture for Innovation Using an Open Data Set from the Australian Public Service.- Towards a Metaquery Language for Mining the Web of Data.- Enabling Deep Analytics in Stream Processing Systems.- Link Prediction Using Top-k Shortest Distances.- Optimisation Techniques for Flexible Querying in SPARQL 1.1.- Taming Size and Cardinality of OLAP Data Cubes over Big Data.- The Ontological Multidimensional Data Model in Quality Data.- Specification and Extraction.- Closeness Constraints for Separation of Duties in Cloud Databasesas an Optimization Problem.- WSN-DD: A Wireless Sensor Network Deployment Design Tool.- A Platform for Edge Computing Based on Raspberry Pi Clusters.- Effective Document Fingerprinting.