株式会社極東書店トップ ＞ 商品一覧 ＞ Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering. 1st ed. 2016
商品詳細
Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering. 1st ed. 2016
・ISBN 978-1-4471-6791-4 hard EUR 149.99
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| 著者・編者 | Lerman, Israel Cesar, |
|---|---|
| シリーズ | (Advanced Information and Knowledge Processing) |
| 出版社 | (Springer London Ltd, UK) |
| 出版年月 | 2016 |
| ページ数 | 647 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-15600＞ |
解説
This book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field.
With extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical.
Using relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages:
- Clustering a set of descriptive attributes
- Clustering a set of objects or a set of object categories
- Establishing correspondence between these two dual clusterings
Tools for interpreting the reasons of a given cluster or clustering are also included.
Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.