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Jonathan Ansari & Sebastian Fuchs 
Combining, Modelling and Analyzing Imprecision, Randomness and Dependence [PDF ebook] 

Wsparcie

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.

 

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Język Angielski ● Format PDF ● Strony 565 ● ISBN 9783031659935 ● Rozmiar pliku 22.3 MB ● Wiek 02-99 lat ● Redaktor Jonathan Ansari & Sebastian Fuchs ● Wydawca Springer Nature Switzerland ● Miasto Cham ● Kraj CH ● Opublikowany 2024 ● Do pobrania 24 miesięcy ● Waluta EUR ● ID 9579414 ● Ochrona przed kopiowaniem Społeczny DRM

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