Combining soft computing and statistical methods in data analysis
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 random...
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| Hlavní autor: | |
|---|---|
| Další autoři: | , , , , , |
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Vydání: | 1st ed. 2010. |
| Edice: | Advances in Intelligent and Soft Computing
77 |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Combining Soft Computing and Statistical Methods in Data Analysis, Texte imprimé, 9783642147456 • Combining Soft Computing and Statistical Methods in Data Analysis, Texte imprimé, 9783642147456 • Combining Soft Computing and Statistical Methods in Data Analysis, Texte imprimé, 9783642147470 • Combining Soft Computing and Statistical Methods in Data Analysis, Texte imprimé, 9783642147456 • Combining Soft Computing and Statistical Methods in Data Analysis, Texte imprimé, 9783642147470 |
Obsah:
- Prior Knowledge in the Classification of Biomedical Data.-Estimation of a Simple Genetic Algorithm Applied to a Laboratory Experiment A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators R Code for Hausdorff and Simplex Dispersion Orderings in the 2D Case On Some Confidence Regions to Estimate a Linear Regression Model for Interval Data Possibilistic Coding: Error Detection vs. Error Correction . Coherent Correction for Conditional Probability Assessments with RInferential Rules for Weak Graphoid.-Fast Factorization of Probability Trees and its Application to Recursive Trees Learning Option Pricing in Incomplete Markets Based on Partial Information Lorenz Curves of extrema Likelihood in a Possibilistic and Probabilistic Context: A Comparison Nonparametric Predictive Inference for Order Statistics of Future Observations Expected Pair-Wise Comparison of the Outcomes of a Fuzzy Random Variable The Behavioral Meaning of the Median Functional Classification and the Random Tukey Depth. Practical Issues . On Concordance Measures and Copulas with Fractal Support Factorisation Properties of the Strong Product etc ...