Combining Soft Computing and Statistical Methods in Data Analysis - new book

EAN (ISBN-13): 9783642147456
ISBN (ISBN-10): 3642147453
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer Berlin
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 2022-05-26T03:25:58-04:00 (New York)
ISBN/EAN: 9783642147456

ISBN - alternate spelling:
3-642-14745-3, 978-3-642-14745-6

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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
Weight: 2,020 kg
Language: English
374,49 € (DE)
384,99 € (AT)
413,00 CHF (CH)
POD
XVIII, 644 p. 96 illus.

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

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 R.- Inferential 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.- Hadamard Majorants for the Convex Order and Applications.- How to Avoid LEM Cycles in Mutual Rank Probability Relations.- Functional Inequalities Characterizing the Frank Family of Copulas.- Recent Developments in Censored, Non-Markov Multi-State Models.- Maximum Likelihood from Evidential Data: An Extension of the EM Algorithm.- A Decision Rule for Imprecise Probabilities Based on Pair-Wise Comparison of Expectation Bounds.- Handling Bipolar Knowledge with Credal Sets.- Coherent Upper Conditional Previsions and Their Integral Representation with Respect to Hausdorff Outer Measures.- Statistical Inference with Belief Functions and Possibility Measures: A Discussion of Basic Assumptions.- Representation of Exchangeable Sequences by Means of Copulas.- Area-Level Time Models for Small Area Estimation of Poverty Indicators.- Flood Analysis: On the Automation of the Geomorphological-Historical Method.- Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.- Inverse Problems and Model Reduction Techniques.- A Linearity Test for a Simple Regression Model with LR Fuzzy Response.- Soft Methods in Robust Statistics.- S-Statistics and Their Basic Properties.- Particle Swarm Optimization and Inverse Problems.- Linear Approximations to the Power Function of Robust Tests.- Decision Support for Evolving Clustering.- On Jaffray’s Decision Model for Belief Functions.- Quasi Conjunction and p-Entailment in Nonmonotonic Reasoning.- Elements of Robust Regression for Data with Absolute and Relative Information.- On Testing Fuzzy Independence Application in Quality Control.- The Fisher’s Linear Discriminant.- Testing Archimedeanity.- An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence.- Comparison of Time Series via Classic and Temporal Protoforms of Linguistic Summaries: An Application to Mutual Funds and Their Benchmarks.- Mining Gradual Dependencies Based on Fuzzy Rank Correlation.- From Probabilities to Belief Functions on MV-Algebras.- Soft Methods in Trend Detection.- Linguistic Decision Trees for Fusing Tidal Surge Forecasting Models.- Set-Valued Square Integrable Martingales and Stochastic Integral.- Smooth Transition from Mixed Models to Fixed Models.- Mixture Models with a Black-Hole Component.- On the Preservations of Contractions: An Application to Stochastic Orders.- A New Multivariate Stochastic Order, Main Properties.- ANOVA for Fuzzy Random Variables Using the R-package SAFD.- Probability Tree Factorisation with Median Free Term.- Comparison of Random Variables Coupled by Archimedean Copulas.- Two-Way Analysis of Variance for Interval-Valued Data.- Estimating the Variance of a Kernel Density Estimation.- Uncertainty Invariance Transformation in Continuous Case.- Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study.- Exploiting Sparse Dependence Structure in Model Based Classification.- Independence Tests for Uncertain Data with a Frequentist Method.- Why Imprecise Regression: A Discussion.- Power Analysis of the Homoscedasticity Test for Random Fuzzy Sets.- Periodic Generalized-Differentiable Solutions to Fuzzy Differential Equations.- The Selection of the Shrinkage Region in Small Area Estimation.- Set-Valued Stochastic Processes and Sets of Probability Measures Induced by Stochastic Differential Equations with Random Set Parameters.- Coupled Brownian Motion.- The Median of a Random Interval.- The Use of Sets of Stochastic Operators to Constructing Imprecise Probabilities.- Prediction of Future Order Statistics from the Uniform Distribution.- Balance Sheet Approach to Agent-Based Computational Economics: The EURACE Project.- Connections between Statistical Depth Functions and Fuzzy Sets.- An Alternative Approach to Evidential Network Construction.- Large Deviations of Random Sets and Random Upper Semicontinuous Functions.- A Note of Proposed Privacy Measures in Randomized Response Models.