Advances in Data Analysis: Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March ... Data Analysis, and Knowledge Organization) - Softcover

Softcover

ISBN 10: 3540709800 ISBN 13: 9783540709800

Publisher: Springer, 2007

Synopsis

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.

About this title

Synopsis

The book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. It covers 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. Furthermore, the book reports challenging applications in marketing and management science, banking and finance, bio- and health sciences, linguistics and text analysis, statistical musicology and sound classification, as well as archaeology. Special emphasis is put on interdisciplinary research and the interaction between theory and practice.

Edition details

• Publisher: Springer
• Publication date: 2007
• Language: English
• ISBN 10: 3540709800
• ISBN 13: 9783540709800
• Binding: Paperback
• Number of pages: 703
• Editor: Decker Reinhold, Lenz Hans-Joachim