Combining Soft Computing and Statistical Methods in Data Analysis (Advances in Intelligent and Soft Computing, Band 77) - Paperback

EAN (ISBN-13): 9783642147456
ISBN (ISBN-10): 3642147453
Hardcover
Paperback
Publishing year: 2010
Publisher: Borgelt, Christian, Rodríguez, Gil González, Trutschnig, Wolfgang, Lubiano, María Asunción, Angeles Gil, María, Grzegorzewski, Przemyslaw, Hryniewicz, Olgierd, Springer
644 Pages
Weight: 0,949 kg
Language: eng/Englisch

Book in our database since 2009-01-04T17:29:35-05:00 (New York)
Detail page last modified on 2023-11-04T16:08:35-04:00 (New York)
ISBN/EAN: 9783642147456

ISBN - alternate spelling:
3-642-14745-3, 978-3-642-14745-6
Alternate spelling and related search-keywords:
Book author: borgelt, gonzalez rodriguez maria, olgierd, christian wolf, wolfgang röd, gonzalez angel, borge, rodríguez, gonzález, grzegorzewski
Book title: soft computing, statistical methods, statistical analysis, soft need

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Information from Publisher

Author: Christian Borgelt; Gil González Rodríguez; Wolfgang Trutschnig; María Asunción Lubiano; María Angeles Gil; Przemyslaw Grzegorzewski; Olgierd Hryniewicz
Title: Advances in Intelligent and Soft Computing; Combining Soft Computing and Statistical Methods in Data Analysis
Publisher: Springer; Springer Berlin
644 Pages
Publishing year: 2010-08-11
Berlin; Heidelberg; DE
Printed / Made in
Language: English
320,99 € (DE)
329,99 € (AT)
354,00 CHF (CH)
POD
XVIII, 644 p. 96 illus.

BC; Hardcover, Softcover / Technik/Allgemeines, Lexika; Künstliche Intelligenz; Verstehen; Technik; Informatik; Fuzzy; Probability; Soft Computing; Soft Methods; model; modeling; statistics; Computational Intelligence; EA

Over the last forty years there has been a growing interest to extend probability theory and statistics and to allow for more flexible modelling of imprecision, uncertainty, vagueness and ignorance. The fact that in many real-life situations data uncertainty is not only present in the form of randomness (stochastic uncertainty) but also in the form of imprecision/fuzziness is but one point underlining the need for a widening of statistical tools. Most such extensions originate in a "softening" of classical methods, allowing, in particular, to work with imprecise or vague data, considering imprecise or generalized probabilities and fuzzy events, etc. About ten years ago the idea of establishing a recurrent forum for discussing new trends in the before-mentioned context was born and resulted in the first International Conference on Soft Methods in Probability and Statistics (SMPS) that was held in Warsaw in 2002. In the following years the conference took place in Oviedo (2004), in Bristol (2006) and in Toulouse (2008). In the current edition the conference returns to Oviedo. This edited volume is a collection of papers presented at the SMPS 2010 conference held in Mieres and Oviedo. It gives a comprehensive overview of current research into the fusion of soft methods with probability and statistics.
Recent research on Soft Methods in Probability and Statistics Results of the 5th International Conference on Soft Methods in Probability and Statistics (SMPS'2010) held in Oviedo and Mieres , Asturias, Spain at September 28-October 1, 2010 Written by a leading expert in the field