Advances in Data Analysis

Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006

Reinhold Decker, Hans-Joachim Lenz (Herausgeber)

Buch | Softcover

XVI, 687 Seiten

2007 | 2007
Springer Berlin (Verlag)
978-3-540-70980-0 (ISBN)

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lt;p>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.

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.

Erscheint lt. Verlag	22.2.2007
Reihe/Serie	Studies in Classification, Data Analysis, and Knowledge Organization
Zusatzinfo	XVI, 687 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1047 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Analysis • classification • Clustering • Data Analysis • Data Mining • Information Retrieval • machine learning • Multivariate Statistics • Statistics • Time Series
ISBN-10	3-540-70980-0 / 3540709800
ISBN-13	978-3-540-70980-0 / 9783540709800
Zustand	Neuware