书目名称 | Soft Methods for Handling Variability and Imprecision |
编辑 | Didier Dubois,M. Asunción Lubiano,Olgierd Hryniewi |
视频video | |
概述 | Recent developments in Soft Computing and Statistics.Best edited papers of the 4th International Conference on Soft Methods in Probability and Statistics (SMPS’2008) |
丛书名称 | Advances in Intelligent and Soft Computing |
图书封面 |  |
描述 | .Probability theory has been the only well-founded theory of uncertainty for a long time. It was viewed either as a powerful tool for modelling random phenomena, or as a rational approach to the notion of degree of belief. During the last thirty years, in areas centered around decision theory, artificial intelligence and information processing, numerous approaches extending or orthogonal to the existing theory of probability and mathematical statistics have come to the front. The common feature of those attempts is to allow for softer or wider frameworks for taking into account the incompleteness or imprecision of information. Many of these approaches come down to blending interval or fuzzy interval analysis with probabilistic methods. ..This book gathers contributions to the 4th International Conference on Soft methods in Probability and Statistics. Its aim is to present recent results illustrating such new trends that enlarge the statistical and uncertainty modeling traditions, towards the handling of incomplete or subjective information. It covers a broad scope ranging from philosophical and mathematical underpinnings of new uncertainty theories, with a stress on their impact in |
出版日期 | Conference proceedings 2008 |
关键词 | Bayesian inference; Binomial distribution; Cyc; Imprecise probability; Measure; Probability theory; Random |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-540-85027-4 |
isbn_softcover | 978-3-540-85026-7 |
isbn_ebook | 978-3-540-85027-4Series ISSN 1867-5662 Series E-ISSN 1867-5670 |
issn_series | 1867-5662 |
copyright | Springer-Verlag Berlin Heidelberg 2008 |