Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications (eBook, PDF)

Advances in the Theory of Probabilistic and Fuzzy Data Scientific Methods with Applications (eBook, PDF)

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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 uni¿ed way. It also examines approximations of four notable probability distributions (Weibull, exponential, logistic and normal) using a uni¿ed probability distribution function, and presents a fuzzy arithmetic-based time series model that provides an easy-to-use forecasting technique. Lastly...

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