Data science: innovative developments in data analysis and clustering
by Montanari, Angela Palumbo, Francesco Vichi, Maurizio
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 hoste…
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- Full title :Data science : innovative developments in data analysis and clustering / Francesco Palumbo, Angela Montanari, Maurizio Vichi, editors.
Summary
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.--
Read More ↓Edition Statements
- Publication Date:©2017
Publication Statements
- Publisher(s):Springer
- Place of Publication:Cham
- Language:eng
- Publication Date:©2017
The Physical Object
- Description:1 ressource en ligne : : fichiers PDF.
Edition Identifiers
- ISBN:9783319557236, 3319557238
- oclc:on1132064049
- LC Classification:QA276.A1
- Dewey Decimal:519.5
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.
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