Decker / 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
1. Auflage 2007
ISBN: 978-3-540-70981-7
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 689 Seiten, eBook

Reihe: Studies in Classification, Data Analysis, and Knowledge Organization

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.

Zielgruppe

Research

Autoren/Hrsg.

Decker, Reinhold

Lenz, Hans-Joachim

Inhaltsverzeichnis

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.