Garc�a-Escudero, Luis A. (Edited by)/ Gordaliza, Alfonso (Edited by)/ Mayo, Agust�n (Edited by)/ Lubiano Gomez, Mar�a Asunci�n (Edited by)/ Gil, Maria Angeles (Edited by)/ Grzegorzewski, Przemyslaw (Edited by)/ Hryniewicz, Olgierd (Edited by)

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ISBN 10 : 3031155084 ISBN 13 : 9783031155086

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Building Bridges between Soft and Statistical Methodologies for Data Science

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ISBN 10 : 3031155084 ISBN 13 : 9783031155086

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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 exp. N� de r�f. du vendeur 668448093

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Building Bridges between Soft and Statistical Methodologies for Data Science

Luis A. Garc�a-Escudero

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ISBN 10 : 3031155084 ISBN 13 : 9783031155086

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - 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. 424 pp. Englisch. N� de r�f. du vendeur 9783031155086

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Building Bridges between Soft and Statistical Methodologies for Data Science (Advances in Intelligent Systems and Computing)

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Building Bridges between Soft and Statistical Methodologies for Data Science

Luis A. Garc�a-Escudero

Edit� par Springer International Publishing, 2022

ISBN 10 : 3031155084 ISBN 13 : 9783031155086

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783031155086

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