Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy etc. Methods and Their Applications free ebook download.

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Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy etc. Methods and Their Applications free ebook download

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Programming

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Catalogue

Author(s):	Olga Kosheleva, Sergey P. Shary, Gang Xiang, Roman Zapatrin

Date:	2020-06-19	Format:	pdf	Language:	English	ISBN/ASIN:	303031040X
Pages:	649	OCR:		Quality:		ISBN13:
Uploader:	maveriks	Upload Date:	3/2/2020 10:26:22 AM

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Data processing has become essential to modern civilization. The original data for this processing comes from measurements or from experts, and both sources are subject to uncertainty. Traditionally, probabilistic methods have been used to process uncertainty. However, in many practical situations, we do not know the corresponding probabilities: in measurements, we often only know the upper bound on the measurement errors  this is known as interval uncertainty. In turn, expert estimates often include imprecise (fuzzy) words from natural language such as "small"  this is known as fuzzy uncertainty. In this book, leading specialists on interval, fuzzy, probabilistic uncertainty and their combination describe state-of-the-art developments in their research areas. Accordingly, the book offers a valuable guide for researchers and practitioners interested in data processing under uncertainty, and an introduction to the latest trends and techniques in this area, suitable for graduate students.

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2715269	Book	https://nitroflare.com/view/1FC962CE421A...		13.67	maveriks

Tags: Applications Beyond Data Fuzzy Interval Methods Probabilistic Processing Techniques Traditional

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