Building bridges between soft and statistical methodologies for data science / Luis A. García-Escudero, Alfonso Gordaliza, Agustín Mayo, María Asunción Lubiano Gomez, Maria Angeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz, editors.
International Conference on Soft Methods in Probability and Statistics (10th : 2022 : Valladolid, Spain); García-Escudero, Luis A. editor.; Gordaliza, Alfonso, editor.; Mayo, Agustín, editor.; Lubiano Gomez, María Asunción, editor.; Gil, María Á. (Maria-Ángeles), editor.; Grzegorzewski, Przemysław, editor.; Hryniewicz, Olgierd, editor.
2023
QA76.9.B45
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Title
Building bridges between soft and statistical methodologies for data science / Luis A. García-Escudero, Alfonso Gordaliza, Agustín Mayo, María Asunción Lubiano Gomez, Maria Angeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz, editors.
Meeting Name
International Conference on Soft Methods in Probability and Statistics (10th : 2022 : Valladolid, Spain)
ISBN
9783031155093 (electronic bk.)
3031155092 (electronic bk.)
9783031155086 (print)
3031155084
3031155092 (electronic bk.)
9783031155086 (print)
3031155084
Published
Cham, Switzerland : Springer, [2023]
Language
English
Description
1 online resource (xiii, 408 pages) : illustrations (some color).
Item Number
10.1007/978-3-031-15509-3 doi
Call Number
QA76.9.B45
Dewey Decimal Classification
005.7
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.
Note
Includes author index.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed August 31, 2022).
Added Author
García-Escudero, Luis A. editor.
Gordaliza, Alfonso, editor.
Mayo, Agustín, editor.
Lubiano Gomez, María Asunción, editor.
Gil, María Á. (Maria-Ángeles), editor.
Grzegorzewski, Przemysław, editor.
Hryniewicz, Olgierd, editor.
Gordaliza, Alfonso, editor.
Mayo, Agustín, editor.
Lubiano Gomez, María Asunción, editor.
Gil, María Á. (Maria-Ángeles), editor.
Grzegorzewski, Przemysław, editor.
Hryniewicz, Olgierd, editor.
Series
Advances in intelligent systems and computing ; 1433. 2194-5365
Available in Other Form
Print version: 9783031155086
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