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Titlebook: Combining Soft Computing and Statistical Methods in Data Analysis; Christian Borgelt,Gil González-Rodríguez,Olgierd H Conference proceedin

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Combining Soft Computing and Statistical Methods in Data Analysis
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Conference proceedings 2010 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.
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Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning,cy of a decomposition in case that exact factorization is not possible. This measure can be used to decide the variable with respect to which a tree should be factorized in order to obtain the most accurate decomposed model.
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Option Pricing in Incomplete Markets Based on Partial Information,ation about the uncertainty model is only a partial conditional probability assessment .. We select a risk neutral probability minimizing a discrepancy measure between . and the convex set of all possible risk neutral probabilities.
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Nonparametric Predictive Inference for Order Statistics of Future Observations,eability assumption, precise probabilities for some events involving one or more future observations are defined, based on which lower and upper probabilities can be derived for all other events of interest. We present NPI for the .-th order statistic of . future real-valued observations and its use for comparison of two groups of data.
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