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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Statistical Modeling, Analysis and Management of Fuzzy Data
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Statistical Modeling, Analysis and Management of Fuzzy Data
(Broschiert, Englisch)
Optischer Zustand
Beschreibung
"Statistical Modeling, Analysis and Management of Fuzzy Data," or SMFD for short, is an important contribution to a better understanding of a basic issue -an issue which has been controversial, and still is though to a lesser degree. In substance, the issue is: are fuzziness and randomness distinct or coextensive facets of uncertainty? Are the theories of fuzziness and random ness competitive or… complementary? In SMFD, these and related issues are addressed with rigor, authority and insight by prominent contributors drawn, in the main, from probability theory, fuzzy set theory and data analysis com munities. First, a historical perspective. The almost simultaneous births -close to half a century ago-of statistically-based information theory and cybernetics were two major events which marked the beginning of the steep ascent of probability theory and statistics in visibility, influence and importance. I was a student when information theory and cybernetics were born, and what is etched in my memory are the fascinating lectures by Shannon and Wiener in which they sketched their visions of the coming era of machine intelligence and automation of reasoning and decision processes. What I heard in those lectures inspired one of my first papers (1950) "An Extension of Wiener's Theory of Prediction," and led to my life-long interest in probability theory and its applications to information processing, decision analysis and control. 106,99 €
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Technische Daten
Erscheinungsdatum
21.10.2010
Sprache
Englisch
EAN
9783790825015
Herausgeber
Physica
Serien- oder Bandtitel
Studies in Fuzziness and Soft Computing
Sonderedition
Nein
Seitenanzahl
309
Einbandart
Broschiert
Schlagwörter
Extension, Probability distribution, Probability theory, Random variable, Variance, artificial intelligence, calculus, data analysis, fuzziness, fuzzy set, linear regression, modeling, perception, set theory, statistics
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
UFM - Mathematische und statistische Software
UYQ - Künstliche Intelligenz
PBWL - Stochastik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Physica, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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