Advances in Data Analysis
Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006
Published on 22. February 2007
Book
Paperback/Softback
XVI, 687 pages
978-3-540-70980-0 (ISBN)
Description
This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. It provides new approaches for information retrieval and data mining and reports a host of challenging applications in various fields.
More details
Series
Edition
2007 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XVI, 687 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 38 mm
Weight
1048 gr
ISBN-13
978-3-540-70980-0 (9783540709800)
DOI
10.1007/978-3-540-70981-7
Schweitzer Classification
Other editions
Additional editions
Reinhold Decker | Hans-Joachim Lenz
Advances in Data Analysis
Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006
E-Book
03/2007
1st Edition
Springer
€149.79
Available for download
Content
Clustering.- Classification.- Data and Time Series Analysis.- Visualization and Scaling Methods.- Information Retrieval, Data and Web Mining.- Marketing, Management Science and Economics.- Banking and Finance.- Bio- and Health Sciences.- Linguistics and Text Analysis.- Statistical Musicology and Sound Classification.- Archaeology.