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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Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Borgelt, Christian (Επιμελητής έκδοσης), González-Rodríguez, Gil (Επιμελητής έκδοσης), Trutschnig, Wolfgang (Επιμελητής έκδοσης), Lubiano, María Asunción (Επιμελητής έκδοσης), Gil, María Ángeles (Επιμελητής έκδοσης), Grzegorzewski, Przemysław (Επιμελητής έκδοσης), Hryniewicz, Olgierd (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Σειρά:Advances in Intelligent and Soft Computing, 77
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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. ...