German-Japanese Interchange of Data Analysis Results (Studies in Classification, Data Analysis, and Knowledge Organization)

Gaul, Wolfgang (EDT)/ Geyer-Schulz, Andreas (EDT)/ Baba, Yasumasa (EDT)

Springer International Publishing AG（2013/11発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 267 p.
• 言語 ENG
• 商品コード 9783319012636
• DDC分類 519.5

Full Description

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). 

Contents

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