| 書目名稱 | Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering |
| 編輯 | Isra?l César Lerman |
| 視頻video | http://file.papertrans.cn/347/346829/346829.mp4 |
| 概述 | Offers a step-by-step process of the path of the data to the synthetic structure summarizing the data given by a hierarchical or non-hierarchical clustering.Presents brand new principles and methods w |
| 叢書名稱 | Advanced Information and Knowledge Processing |
| 圖書封面 |  |
| 描述 | .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.. |
| 出版日期 | Book 2016 |
| 關(guān)鍵詞 | Association Coefficients; Categorical Data; Clustering; Combinatorial Structures; Seriation; combinatoric |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4471-6793-8 |
| isbn_softcover | 978-1-4471-7392-2 |
| isbn_ebook | 978-1-4471-6793-8Series ISSN 1610-3947 Series E-ISSN 2197-8441 |
| issn_series | 1610-3947 |
| copyright | Springer-Verlag London 2016 |
|Archiver|手機(jī)版|小黑屋|
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