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Books > Computing & IT > Applications of computing > Artificial intelligence
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Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications (Paperback, 1st ed. 2021)
Loot Price: R2,806
Discovery Miles 28 060
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Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications (Paperback, 1st ed. 2021)
Series: Studies in Computational Intelligence, 814
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This book focuses on the advanced soft computational and
probabilistic methods that the authors have published over the past
few years. It describes theoretical results and applications, and
discusses how various uncertainty measures - probability,
plausibility and belief measures - can be treated in a unified way.
It also examines approximations of four notable probability
distributions (Weibull, exponential, logistic and normal) using a
unified probability distribution function, and presents a fuzzy
arithmetic-based time series model that provides an easy-to-use
forecasting technique. Lastly, it proposes flexible fuzzy numbers
for Likert scale-based evaluations. Featuring methods that can be
successfully applied in a variety of areas, including engineering,
economics, biology and the medical sciences, the book offers useful
guidelines for practitioners and researchers.
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