Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas

In Honor of Hung T. Nguyen's 75th Birthday

Buch | Hardcover

XIV, 265 Seiten

2020
Springer International Publishing (Verlag)
978-3-030-45618-4 (ISBN)

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Mainly focusing on processing uncertainty, this book presents state-of-the-art techniques and demonstrates their use in applications to econometrics and other areas. Processing uncertainty is essential, considering that computers - which help us understand real-life processes and make better decisions based on that understanding - get their information from measurements or from expert estimates, neither of which is ever 100% accurate. Measurement uncertainty is usually described using probabilistic techniques, while uncertainty in expert estimates is often described using fuzzy techniques. Therefore, it is important to master both techniques for processing data. This book is highly recommended for researchers and students interested in the latest results and challenges in uncertainty, as well as practitioners who want to learn how to use the corresponding state-of-the-art techniques.

Vitae of Hung T. Nguyen.- Almost half a century after our encounter with the theory of information proposed by Joseph Kampé de Fériet.- An Enjoyable Research Journey on Uncertainty.- A Bayesian Dilemma.- The Fell compactification of a poset.

Erscheinungsdatum	29.06.2020
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XIV, 265 p. 38 illus., 33 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	588 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	Data processing • Fuzziness • Fuzzy Systems • Hung T. Nguyen • Uncertainty
ISBN-10	3-030-45618-8 / 3030456188
ISBN-13	978-3-030-45618-4 / 9783030456184
Zustand	Neuware