Seriation in Combinatorial and Statistical Data Analysis

Language: English

Published by Palgrave Macmillan, 2022

3030926931 / 9783030926939

Series: Book 66 of 66 - Advanced Information and Knowledge Processing

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - This monograph offers an original broad and very diverse exploration of the seriation domain in data analysis, together with building a specific relation to clustering.Relative to a data table crossing a set of objects and a set of descriptive attributes, the search for orders which correspond respectively to these two sets is formalized mathematically and statistically.State-of-the-art methods are created and compared with classical methods and a thorough understanding of the mutual relationships between these methods is clearly expressed. The authors distinguish two families of methods:Geometric representation methodsAlgorithmic and Combinatorial methodsOriginal and accurate methods are provided in the framework for both families. Their basis and comparison is made on both theoretical and experimental levels. The experimental analysis is very varied and very comprehensive. Seriation in Combinatorial and Statistical Data Analysis has a unique character in the literature falling within the fields of Data Analysis, Data Mining and Knowledge Discovery. It will be a valuable resource for students and researchers in the latter fields.…

Seller Inventory # 9783030926939

Title
Seriation in Combinatorial and Statistical Data Analysis
Author
Israël César Lerman
Publisher
Palgrave Macmillan
Publication year
2022
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030926931
ISBN 13
9783030926939
Item weight
554 grams
Dimensions
241x160x22 mm
Series
Book 66 of 66: Advanced Information and Knowledge Processing

AHA-BUCH GmbH

Einbeck, Germany

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