Data Science〈1st ed. 2017〉 : Innovative Developments in Data Analysis and Clustering

著者名：Palumbo, Francesco (EDT)/Montanari, Angela (EDT)/Vichi, Maurizio (EDT)

Springer（2017/07/04発売）

• 言語：ENG
• ISBN：9783319557229
• eISBN：9783319557236

Description

This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hosted by the Alma Mater Studiorum, University of Bologna, from July 5 to 8, 2015.

Table of Contents

Preface.- Part I: Classification Methods for High-Dimensional Data.- Scientific Contributions.- Part II: Clustering Methods and Applications.- Scientific Contributions.- Part III: Multivariate Methods and Applications.- Scientific Contributions.