Description
Data Warehousing and Knowledge Discovery, 2014
16th International Conference, DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings
Information Systems and Applications, incl. Internet/Web, and HCI Series
Coordinators: Bellatreche Ladjel, Mohania Mukesh K.
Language: English
Subjects for Data Warehousing and Knowledge Discovery:
Keywords
MapReduce; data integration; data management systems; data mining; data streams; database query processing; distributed computing; extract; transform; and load; information integration; information retrieval; information systems; knowledge discovery; machine learning; multidimensional analysis of text documents; ontologies; parallel computing; uncertainty
Publication date: 08-2014
490 p. · 15.5x23.5 cm · Paperback
490 p. · 15.5x23.5 cm · Paperback
Description
/li>Contents
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This book constitutes the refereed proceedings of the 16th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2014 held in Munich, Germany, September 2014, in conjunction with DEXA 2014. The 34 revised full papers and 8 short papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on modeling and ETL; ontology-based data warehouses; advanced data warehouses and OLAP; uncertainty; preferences and recommendation; query performance and HPC; cube & OLAP; optimization; classification; social networks and recommendation systems; knowledge data discovery; industrial applications; mining and processing data stream; mining and similarity.
Modeling and ETL.- Ontology-based data warehouses.- Advanced data warehouses and OLAP.- Uncertainty.- Preferences and recommendation.- Query performance and HPC.- Cube & OLAP.- Optimization.- Classification.- Social networks and recommendation systems.- Knowledge data discovery.- Industrial applications.- Mining and processing data stream.- Mining and similarity.
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