Soft Methods for Data Science

Author:   Maria Brigida Ferraro ,  Paolo Giordani ,  Barbara Vantaggi ,  Marek Gagolewski
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2017
Volume:   456
ISBN:  

9783319429717


Pages:   535
Publication Date:   30 July 2016
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Soft Methods for Data Science


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Author:   Maria Brigida Ferraro ,  Paolo Giordani ,  Barbara Vantaggi ,  Marek Gagolewski
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2017
Volume:   456
Dimensions:   Width: 15.50cm , Height: 2.80cm , Length: 23.50cm
Weight:   8.248kg
ISBN:  

9783319429717


ISBN 10:   331942971
Pages:   535
Publication Date:   30 July 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions.- On the Construction of Radially Symmetric Trivariate Copulas.- Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality.- Updating Context in the Equation: An Experimental Argument with Eye Tracking.- Black-Litterman Model with Multiple Experts' Linguistic Views.- Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework.- Asymptotics of Predictive Distributions.- Independent K-Sample Equality Distribution Test Based on the Fuzzy Representation.- Agglomerative Fuzzy Clustering.- Bayesian Inference with Linkage Uncertainty: Applications in Official Statistics.- The Extension of Imprecise Probabilities Based on Generalized Credal Sets.- A Generalized SMART Fuzzy Disjunction of Volatility Indicators Applied to Option Pricing in a Binomial Model.- The Representation of Conglomerative Functionals.- The Likelihood Interpretation of Fuzzy Data.- Combining the Information of Multiple Ranker in Ranked Set Sampling with Fuzzy Set Approach.- A Savage-like Representation Theorem for Preferences on Multi-acts.- On Some Functional Characterizations of (fuzzy) Set-Valued Random Elements.- Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria.- The Use of Uncertainty to Choose Matching Variables in Statistical Matching.- Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering.- Small Area Estimation in Presence of Linkage Errors.- A Test for Truncation Invariant Dependence.- Finite Mixture Of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation.- Detecting Dependence in Tourists' Spending Behavior.- Robust Fuzzy Clustering via Trimming and Constraints.- One-factor Levy-frailty Copulas with Inhomogeneous Trigger Rates.- A Perceptron Classifier and Corresponding Probabilities.- Fuzzy -Signals Fed to Gaussian Channels.- Fuzzy Clustering Through Robust Factor Analyzers.- Consensus-based Clustering in Numerical Decision-Making.- Spatial Outlier Detection Using GAMs and Geographical Information Systems.- Centering and Compound Conditionals Under Coherence.- Approximate Bayesian Methods for Multivariate and Conditonal Copulae.- The Sign Test for the Interval-Valued Data.- Probability Distributions Related to Fuzzy P-Values.- Probabilistic Semantics and Pragmatics for the Language of Uncertainty.- Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing.- Talk to your Neighbour: a Belief Propagation Approach to Data Fusion.- The Qualitative Characteristics of Combining Evidence with Discounting.- Measuring the Dissimilarity Between the Distributions of Two Random Fuzzy Numbers.- An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires.- Asymptotic Results for Sums of Independent Random Variables with Alternating Laws.- Dispersion Measures and Multidistances on Rk.- Full Conglomerability, Continuity and Marginal Extension.- On Extreme Points of P-Boxes and Belief Functions.- Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition.- Predictability in Probabilistic Discrete Event Systems.- A Sandwich Theorem for Natural Extensions.- Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity or Equivalence Constraints.- Square of Opposition Under Coherence.- Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence.- Two-sample Similarity Test for the Expected Value of Random Intervals.- Handling Uncertainty in Structural Equation Modeling.- Detecting Inconsistencies in Revision Problems.- Tukeys Biweight Loss Function for Fuzzy Set-Valued M-Estimators of Location.- Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge.- Time Series Modeling Based on Fuzzy Transform.- Back to \Reasoning .- Lexicographic Choice Functions Without Archimedeanicity.- Composition Operator for Credal Sets Reconsidered.- A Nonparametric Linearity Test for a Sort of Multivariate Regression Model with Fuzzy Data.- Treat a Fuzzy Dependence Among Causes and Lives in Insurance with Some Copulas Based Approaches.- A Portfolio Diversication Strategy via Tail Dependence Clustering.- An Upper Bound Estimation About the Sample Average of Interval-valued Random Sets.- On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator.

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