Analysis of Large and Complex Data

• Corporate Author: SpringerLink (Online service)
• Other Authors: Wilhelm, Adalbert F.X (Editor), Kestler, Hans A. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Studies in Classification, Data Analysis, and Knowledge Organization,
• Subjects: Statistics.; Mathematical statistics.; Data mining.; Biostatistics.; Statistics and Computing/Statistics Programs.; Data Mining and Knowledge Discovery.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Probability and Statistics in Computer Science.

This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. The t...

Table of Contents:

• Part I Invited Papers
• Part II Big Data
• Part III Clustering
• Part IV Classification
• Part V Regression and other Statistical Techniques
• Part VI Applications
• Part VII Data Analysis in Marketing
• Part VIII Data Analysis in Finance
• Part IX Data Analysis in Medicine and Life Sciences
• Part X Data Analysis in Musicology
• Part XI Data Analysis in Interdisciplinary Domains
• Part XII Data Analysis in Social, Behavioural and Health Care Sciences
• Part XIII Data Analysis in Library Science
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