Soft methods for data science. ([2017])

• Record Type: Book
• Further Information: Note: Edited by Maria Brigida Ferraro, Paolo Giordani, Barbara Vantaggi, Marek Gagolewski, María Ángeles Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz.
• Editors: Ferraro, Maria Brigida, 1982-; Giordani, Paolo; Vantaggi, Barbara; Gągolewski, Marek; Gil, María Á (Maria-Ángeles); Grzegorzewski, Przemysław; Hryniewicz, Olgierd
• Other Names: International Conference on Soft Methods in Probability and Statistics, 8th
• 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.
• Publisher Details: Cham, Switerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (XVI, 535 pages), illustrations
• Subjects: 006.3; Engineering; Big data -- Congresses; Soft computing -- Congresses; Electronic data processing -- Congresses; Artificial intelligence; Distribution (Probability theory); Computer science; COMPUTERS -- General; Artificial intelligence; Computational intelligence; Engineering; Mathematical statistics; Probabilities; Computers -- Intelligence (AI) & Semantics; Mathematics -- Probability & Statistics -- General; Computers -- Mathematical & Statistical Software; Artificial intelligence; Probability & statistics; Maths for computer scientists; Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Probability Theory and Stochastic Processes; Probability and Statistics in Computer Science; Electronic books; Conference papers and proceedings; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319429724; 3319429728
• Related ISBNs: 9783319429717; 331942971X
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.