03771nam a22005895i 4500 978-3-031-65993-5 DE-He213 20251030112939.0 cr nn 008mamaa 240809s2024 sz | s |||| 0|eng d 9783031659935 978-3-031-65993-5 10.1007/978-3-031-65993-5 doi TA345-345.5 UN bicssc COM018000 bisacsh UN thema Combining, Modelling and Analyzing Imprecision, Randomness and Dependence [electronic resource] / edited by Jonathan Ansari, Sebastian Fuchs, Wolfgang Trutschnig, María Asunción Lubiano, María Ángeles Gil, Przemyslaw Grzegorzewski, Olgierd Hryniewicz. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIV, 565 p. 85 illus., 60 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Advances in Intelligent Systems and Computing, 2194-5365 ; 1458 This volume contains more than 65 peer-reviewed papers corresponding to presentations at the 11th Conference on Soft Methods in Probability and Statistics (SMPS) held in Salzburg, Austria, in September 2024. It covers recent advances in the field of probability, statistics, and data science, with a particular focus on dealing with dependence, imprecision and incomplete information. Reflecting the fact that data science continues to evolve, this book serves as a bridge between different groups of experts, including statisticians, mathematicians, computer scientists, and engineers, and encourages interdisciplinary research. The selected contributions cover a wide range of topics such as imprecise probabilities, random sets, belief functions, possibility theory, and dependence modeling. Readers will find discussions on clustering, depth concepts, dimensionality reduction, and robustness, reflecting the conference's commitment to addressing real-world challenges through innovative methods. . Engineering Data processing. Computational intelligence. 64052 Artificial intelligence. 58441 Data Engineering. 66059 Computational Intelligence. 64052 Artificial Intelligence. 58441 Ansari, Jonathan. editor. edt http://id.loc.gov/vocabulary/relators/edt 83752 Fuchs, Sebastian. editor. edt http://id.loc.gov/vocabulary/relators/edt 83753 Trutschnig, Wolfgang. editor. edt http://id.loc.gov/vocabulary/relators/edt 83754 Lubiano, María Asunción. editor. edt http://id.loc.gov/vocabulary/relators/edt 83755 Gil, María Ángeles. editor. edt http://id.loc.gov/vocabulary/relators/edt 83756 Grzegorzewski, Przemyslaw. editor. edt http://id.loc.gov/vocabulary/relators/edt 83757 Hryniewicz, Olgierd. editor. edt http://id.loc.gov/vocabulary/relators/edt 83758 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031659928 Printed edition: 9783031659942 Advances in Intelligent Systems and Computing, 2194-5365 ; 1458 70218 https://doi.org/10.1007/978-3-031-65993-5 ZDB-2-INR ZDB-2-SXIT 63126 63126