Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering / Advanced Information and Knowledge Processing (PDF)

Name: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering / Advanced Information and Knowledge Processing
Brand: Springer-Verlag GmbH
SKU: 75544478
Price: 149.79 EUR
Availability: OnlineOnly

(Sprache: Englisch)

Autor: Israël César Lerman

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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering / Advanced Information and Knowledge Processing, Israël César Lerman

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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...

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Produktinformationen zu „Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering / Advanced Information and Knowledge Processing (PDF)“

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
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.

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Bibliographische Angaben

Autor: Israël César Lerman
2016, 1st ed. 2016, 647 Seiten, Englisch
Verlag: Springer-Verlag GmbH
ISBN-10: 1447167937
ISBN-13: 9781447167938
Erscheinungsdatum: 24.03.2016

Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.

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Dateiformat: PDF
Größe: 7.69 MB
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Sprache:

Englisch

Pressezitat

“This book provides a synthetic and systematic presentation of clustering, combinatorial, and statistical data analysis. … the presentation is interesting and original. Keeping a smart balance between theoretical concepts and practical issues, the book is addressed to students and researchers interested in data mining, data analysis, and clustering.” (Florin Gorunescu, zbMATH 1338.62012, 2016)

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