German-Japanese Interchange of Data Analysis Results

This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012).

List of contents

Clustering.- Analysis of Data and Models.- Applications.

Summary

This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012). 

Product details

• Assisted by: Yasumasa Baba (Editor), Yasumasa Baba et al (Editor), Wolfgang Gaul (Editor), Andrea Geyer-Schulz (Editor), Andreas Geyer-Schulz (Editor), Akinori Okada (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 21.08.2013
• EAN: 9783319012636
• ISBN: 978-3-31-901263-6
• No. of pages: 267
• Dimensions: 155 mm x 18 mm x 236 mm
• Weight: 435 g
• Illustrations: XIII, 267 p. 47 illus.
• Series: Studies in Classification, Data Analysis, and Knowledge Organization; Studies in Classification, Data Analysis, and Knowledge Organization
• Subject: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics