| Description |
1 online resource (xiii, 408 pages) : illustrations (some color) |
| Series |
Advances in Intelligent Systems and Computing, 2194-5365 ; volume 1433 |
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Advances in intelligent systems and computing ; 1433. 2194-5365
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| Summary |
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 |
| Notes |
Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 31, 2022) |
| Subject |
Big data -- Congresses
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Soft computing -- Congresses
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Electronic data processing -- Congresses
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Big data
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Electronic data processing
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Soft computing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
García-Escudero, Luis A. editor
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Gordaliza, Alfonso, editor
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Mayo, Agustín, editor
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Lubiano Gomez, María Asunción, editor
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Gil, María Á. (Maria-Ángeles), editor.
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Grzegorzewski, Przemysław, editor.
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Hryniewicz, Olgierd, editor.
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| ISBN |
9783031155093 |
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3031155092 |
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