Building Bridges between Soft and Statistical Methodologies for Data Science

Language: English

Published by Springer, Springer Aug 2022, 2022

3031155084 / 9783031155086

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This item is printed on demand - Print on Demand Titel. Neuware -Nowadays, data analysis is becoming an appealing topic due to the emergence of new data types, dimensions, and sources. This motivates the development of probabilistic/statistical approaches and tools to cope with these data. Different communities of experts, namely statisticians, mathematicians, computer scientists, engineers, econometricians, and psychologists are more and more interested in facing this challenge. As a consequence, there is a clear need to build bridges between all these communities for Data Science.This book contains more than fifty selected recent contributions aiming to establish the above referred bridges. These contributions address very different and relevant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 424 pp. Englisch.

Seller Inventory # 9783031155086

Title
Building Bridges between Soft and Statistical Methodologies for Data Science
Author
Luis A. García-Escudero
Publisher
Springer, Springer Aug 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031155084
ISBN 13
9783031155086
Item weight
639 grams
Dimensions
235x155x23 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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