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Books > Computing & IT > Applications of computing > Artificial intelligence
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Building Bridges between Soft and Statistical Methodologies for Data Science (Paperback, 1st ed. 2023)
Loot Price: R5,683
Discovery Miles 56 830
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Building Bridges between Soft and Statistical Methodologies for Data Science (Paperback, 1st ed. 2023)
Series: Advances in Intelligent Systems and Computing, 1433
Expected to ship within 12 - 17 working days
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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.
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