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Soft Methods for Data Science

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Cover of 'Soft Methods for Data Science'

Table of Contents

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    Book Overview
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    Chapter 1 Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions
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    Chapter 2 On the Construction of Radially Symmetric Trivariate Copulas
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    Chapter 3 Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality
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    Chapter 4 Updating Context in the Equation: An Experimental Argument with Eye Tracking
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    Chapter 5 Black-Litterman Model with Multiple Experts’ Linguistic Views
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    Chapter 6 Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework
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    Chapter 7 Asymptotics of Predictive Distributions
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    Chapter 8 Independent k-Sample Equality Distribution Test Based on the Fuzzy Representation
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    Chapter 9 Agglomerative Fuzzy Clustering
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    Chapter 10 Bayesian Inference for a Finite Population Total Using Linked Data
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    Chapter 11 The Extension of Imprecise Probabilities Based on Generalized Credal Sets
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    Chapter 12 A Generalized SMART Fuzzy Disjunction of Volatility Indicators Applied to Option Pricing in a Binomial Model
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    Chapter 13 The Representation of Conglomerative Functionals
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    Chapter 14 The Likelihood Interpretation of Fuzzy Data
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    Chapter 15 Combining the Information of Multiple Ranker in Ranked Set Sampling with Fuzzy Set Approach
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    Chapter 16 A Savage-Like Representation Theorem for Preferences on Multi-acts
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    Chapter 17 On Some Functional Characterizations of (Fuzzy) Set-Valued Random Elements
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    Chapter 18 Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria
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    Chapter 19 The Use of Uncertainty to Choose Matching Variables in Statistical Matching
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    Chapter 20 Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering
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    Chapter 21 Small Area Estimation in the Presence of Linkage Errors
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    Chapter 22 A Test for Truncation Invariant Dependence
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    Chapter 23 Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation
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    Chapter 24 Soft Methods for Data Science
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    Chapter 25 Robust Fuzzy Clustering via Trimming and Constraints
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    Chapter 26 One-Factor Lévy-Frailty Copulas with Inhomogeneous Trigger Rates
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    Chapter 27 A Perceptron Classifier and Corresponding Probabilities
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    Chapter 28 Fuzzy Signals Fed to Gaussian Channels
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    Chapter 29 Fuzzy Clustering Through Robust Factor Analyzers
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    Chapter 30 Consensus-Based Clustering in Numerical Decision-Making
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    Chapter 31 Spatial Outlier Detection Using GAMs and Geographical Information Systems
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    Chapter 32 Centering and Compound Conditionals Under Coherence
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    Chapter 33 Approximate Bayesian Methods for Multivariate and Conditional Copulae
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    Chapter 34 The Sign Test for Interval-Valued Data
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    Chapter 35 Probability Distributions Related to Fuzzy P-Values
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    Chapter 36 Probabilistic Semantics and Pragmatics for the Language of Uncertainty
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    Chapter 37 Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing
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    Chapter 38 Talk to Your Neighbour: A Belief Propagation Approach to Data Fusion
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    Chapter 39 The Qualitative Characteristics of Combining Evidence with Discounting
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    Chapter 40 Measuring the Dissimilarity Between the Distributions of Two Random Fuzzy Numbers
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    Chapter 41 An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires
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    Chapter 42 Asymptotic Results for Sums of Independent Random Variables with Alternating Laws
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    Chapter 43 Dispersion Measures and Multidistances on $$\mathbb {R}^k$$ R k
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    Chapter 44 Full Conglomerability, Continuity and Marginal Extension
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    Chapter 45 On Extreme Points of p-Boxes and Belief Functions
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    Chapter 46 Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition
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    Chapter 47 Predictability in Probabilistic Discrete Event Systems
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    Chapter 48 A Sandwich Theorem for Natural Extensions
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    Chapter 49 Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity or Equivalence Constraints
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    Chapter 50 Square of Opposition Under Coherence
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    Chapter 51 Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence
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    Chapter 52 Two-Sample Similarity Test for the Expected Value of Random Intervals
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    Chapter 53 Handling Uncertainty in Structural Equation Modeling
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    Chapter 54 Detecting Inconsistencies in Revision Problems
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    Chapter 55 Tukey’s Biweight Loss Function for Fuzzy Set-Valued M-estimators of Location
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    Chapter 56 Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge
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    Chapter 57 Time Series Modeling Based on Fuzzy Transform
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    Chapter 58 Back to “Reasoning”
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    Chapter 59 Lexicographic Choice Functions Without Archimedeanicity
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    Chapter 60 Composition Operator for Credal Sets Reconsidered
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    Chapter 61 A Nonparametric Linearity Test for a Multiple Regression Model with Fuzzy Data
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    Chapter 62 Treat a Weak Dependence Among Causes and Lives in Insurance by Means of Fuzzy Sets
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    Chapter 63 A Portfolio Diversification Strategy via Tail Dependence Clustering
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    Chapter 64 An Upper Bound Estimation About the Sample Average of Interval-Valued Random Sets
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    Chapter 65 On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator
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Title
Soft Methods for Data Science
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-42972-4
ISBNs
978-3-31-942971-7, 978-3-31-942972-4
Editors

Maria Brigida Ferraro, Paolo Giordani, Barbara Vantaggi, Marek Gagolewski, María Ángeles Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 38 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 38 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2 5%
Lecturer 1 3%
Unknown 35 92%
Readers by discipline Count As %
Engineering 2 5%
Computer Science 1 3%
Unknown 35 92%