Skip to main content
main-content

Über dieses Buch

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy).

The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.

Inhaltsverzeichnis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions

Luca Anzilli, Gisella Facchinetti

2017 | OriginalPaper | Buchkapitel

On the Construction of Radially Symmetric Trivariate Copulas

José De Jesús Arias García, Hans De Meyer, Bernard De Baets

2017 | OriginalPaper | Buchkapitel

Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality

Somsri Banditvilai, Mantira Niraso

2017 | OriginalPaper | Buchkapitel

Updating Context in the Equation: An Experimental Argument with Eye Tracking

Jean Baratgin, Brian Ocak, Hamid Bessaa, Jean-Louis Stilgenbauer

2017 | OriginalPaper | Buchkapitel

Black-Litterman Model with Multiple Experts’ Linguistic Views

Marcin Bartkowiak, Aleksandra Rutkowska

2017 | OriginalPaper | Buchkapitel

Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework

Salem Benferhat, Khaoula Boutouhami, Faiza Khellaf, Farid Nouioua

2017 | OriginalPaper | Buchkapitel

Asymptotics of Predictive Distributions

Patrizia Berti, Luca Pratelli, Pietro Rigo

2017 | OriginalPaper | Buchkapitel

Independent k-Sample Equality Distribution Test Based on the Fuzzy Representation

Angela Blanco-Fernández, Ana B. Ramos-Guajardo

2017 | OriginalPaper | Buchkapitel

Agglomerative Fuzzy Clustering

Christian Borgelt, Rudolf Kruse

2017 | OriginalPaper | Buchkapitel

Bayesian Inference for a Finite Population Total Using Linked Data

Dario Briscolini, Brunero Liseo, Andrea Tancredi

2017 | OriginalPaper | Buchkapitel

The Extension of Imprecise Probabilities Based on Generalized Credal Sets

Andrey G. Bronevich, Igor N. Rozenberg

2017 | OriginalPaper | Buchkapitel

A Generalized SMART Fuzzy Disjunction of Volatility Indicators Applied to Option Pricing in a Binomial Model

Andrea Capotorti, Gianna Figà-Talamanca

2017 | OriginalPaper | Buchkapitel

The Representation of Conglomerative Functionals

Gianluca Cassese

2017 | OriginalPaper | Buchkapitel

The Likelihood Interpretation of Fuzzy Data

Marco E. G. V. Cattaneo

2017 | OriginalPaper | Buchkapitel

Combining the Information of Multiple Ranker in Ranked Set Sampling with Fuzzy Set Approach

Bekir Cetintav, Selma Gurler, Neslihan Demirel, Gozde Ulutagay

2017 | OriginalPaper | Buchkapitel

A Savage-Like Representation Theorem for Preferences on Multi-acts

Giulianella Coletti, Davide Petturiti, Barbara Vantaggi

2017 | OriginalPaper | Buchkapitel

On Some Functional Characterizations of (Fuzzy) Set-Valued Random Elements

Ana Colubi, Gil Gonzalez-Rodriguez

2017 | OriginalPaper | Buchkapitel

Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria

Inés Couso, Didier Dubois

2017 | OriginalPaper | Buchkapitel

The Use of Uncertainty to Choose Matching Variables in Statistical Matching

Marcello D’Orazio, Marco Di Zio, Mauro Scanu

2017 | OriginalPaper | Buchkapitel

Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering

Thierry Denœux, Orakanya Kanjanatarakul

2017 | OriginalPaper | Buchkapitel

Small Area Estimation in the Presence of Linkage Errors

Loredana Di Consiglio, Tiziana Tuoto

2017 | OriginalPaper | Buchkapitel

A Test for Truncation Invariant Dependence

F. Marta L. Di Lascio, Fabrizio Durante, Piotr Jaworski

2017 | OriginalPaper | Buchkapitel

Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation

Roberto Di Mari, Roberto Rocci, Stefano Antonio Gattone

2017 | OriginalPaper | Buchkapitel

A Multivariate Analysis of Tourists’ Spending Behaviour

Marta Disegna, Fabrizio Durante, Enrico Foscolo

2017 | OriginalPaper | Buchkapitel

Robust Fuzzy Clustering via Trimming and Constraints

Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Iscar

2017 | OriginalPaper | Buchkapitel

One-Factor Lévy-Frailty Copulas with Inhomogeneous Trigger Rates

Janina Engel, Matthias Scherer, Leonhard Spiegelberg

2017 | OriginalPaper | Buchkapitel

A Perceptron Classifier and Corresponding Probabilities

Bernd-Jürgen Falkowski

2017 | OriginalPaper | Buchkapitel

Fuzzy Signals Fed to Gaussian Channels

Laura Franzoi, Andrea Sgarro

2017 | OriginalPaper | Buchkapitel

Fuzzy Clustering Through Robust Factor Analyzers

Luis Angel García-Escudero, Francesca Greselin, Agustin Mayo Iscar

2017 | OriginalPaper | Buchkapitel

Consensus-Based Clustering in Numerical Decision-Making

José Luis García-Lapresta, David Pérez-Román

2017 | OriginalPaper | Buchkapitel

Spatial Outlier Detection Using GAMs and Geographical Information Systems

Alfonso García-Pérez, Yolanda Cabrero-Ortega

2017 | OriginalPaper | Buchkapitel

Centering and Compound Conditionals Under Coherence

Angelo Gilio, David E. Over, Niki Pfeifer, Giuseppe Sanfilippo

2017 | OriginalPaper | Buchkapitel

Approximate Bayesian Methods for Multivariate and Conditional Copulae

Clara Grazian, Brunero Liseo

2017 | OriginalPaper | Buchkapitel

The Sign Test for Interval-Valued Data

Przemysław Grzegorzewski, Martyna Śpiewak

2017 | OriginalPaper | Buchkapitel

Probability Distributions Related to Fuzzy P-Values

Olgierd Hryniewicz

2017 | OriginalPaper | Buchkapitel

Probabilistic Semantics and Pragmatics for the Language of Uncertainty

Stefan Kaufmann

2017 | OriginalPaper | Buchkapitel

Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing

Ekaterina Kutynina, Alexander Lepskiy

2017 | OriginalPaper | Buchkapitel

Talk to Your Neighbour: A Belief Propagation Approach to Data Fusion

Eleonora Laurenza

2017 | OriginalPaper | Buchkapitel

The Qualitative Characteristics of Combining Evidence with Discounting

Alexander Lepskiy

2017 | OriginalPaper | Buchkapitel

Measuring the Dissimilarity Between the Distributions of Two Random Fuzzy Numbers

María Asunción Lubiano, María Ángeles Gil, Beatriz Sinova, María Rosa Casals, María Teresa López

2017 | OriginalPaper | Buchkapitel

An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires

María Asunción Lubiano, Antonia Salas, Sara De la Rosa de Sáa, Manuel Montenegro, María Ángeles Gil

2017 | OriginalPaper | Buchkapitel

Asymptotic Results for Sums of Independent Random Variables with Alternating Laws

Claudio Macci

2017 | OriginalPaper | Buchkapitel

Dispersion Measures and Multidistances on

Javier Martín, Gaspar Mayor

2017 | OriginalPaper | Buchkapitel

Full Conglomerability, Continuity and Marginal Extension

Enrique Miranda, Marco Zaffalon

2017 | OriginalPaper | Buchkapitel

On Extreme Points of p-Boxes and Belief Functions

Ignacio Montes, Sebastien Destercke

2017 | OriginalPaper | Buchkapitel

Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition

Marta Nai Ruscone, Silvia Angela Osmetti

2017 | OriginalPaper | Buchkapitel

Predictability in Probabilistic Discrete Event Systems

Farid Nouioua, Philippe Dague, Lina Ye

2017 | OriginalPaper | Buchkapitel

A Sandwich Theorem for Natural Extensions

Renato Pelessoni, Paolo Vicig

2017 | OriginalPaper | Buchkapitel

Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity or Equivalence Constraints

Davide Petturiti, Barbara Vantaggi

2017 | OriginalPaper | Buchkapitel

Square of Opposition Under Coherence

Niki Pfeifer, Giuseppe Sanfilippo

2017 | OriginalPaper | Buchkapitel

Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence

Julia Plass, Marco E. G. V. Cattaneo, Georg Schollmeyer, Thomas Augustin

2017 | OriginalPaper | Buchkapitel

Two-Sample Similarity Test for the Expected Value of Random Intervals

Ana B. Ramos-Guajardo, Ángela Blanco-Fernández

2017 | OriginalPaper | Buchkapitel

Handling Uncertainty in Structural Equation Modeling

Rosaria Romano, Francesco Palumbo

2017 | OriginalPaper | Buchkapitel

Detecting Inconsistencies in Revision Problems

Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse

2017 | OriginalPaper | Buchkapitel

Tukey’s Biweight Loss Function for Fuzzy Set-Valued M-estimators of Location

Beatriz Sinova, Stefan Van Aelst

2017 | OriginalPaper | Buchkapitel

Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge

Yann Soullard, Alessandro Antonucci, Sébastien Destercke

2017 | OriginalPaper | Buchkapitel

Time Series Modeling Based on Fuzzy Transform

Luciano Stefanini, Laerte Sorini, Maria Letizia Guerra

2017 | OriginalPaper | Buchkapitel

Back to “Reasoning”

Marco Elio Tabacchi, Settimo Termini

2017 | OriginalPaper | Buchkapitel

Lexicographic Choice Functions Without Archimedeanicity

Arthur Van Camp, Enrique Miranda, Gert de Cooman

2017 | OriginalPaper | Buchkapitel

Composition Operator for Credal Sets Reconsidered

Jiřina Vejnarová

2017 | OriginalPaper | Buchkapitel

A Nonparametric Linearity Test for a Multiple Regression Model with Fuzzy Data

Dabuxilatu Wang

2017 | OriginalPaper | Buchkapitel

Treat a Weak Dependence Among Causes and Lives in Insurance by Means of Fuzzy Sets

Dabuxilatu Wang, Tengteng Wang

2017 | OriginalPaper | Buchkapitel

A Portfolio Diversification Strategy via Tail Dependence Clustering

Hao Wang, Roberta Pappadà, Fabrizio Durante, Enrico Foscolo

2017 | OriginalPaper | Buchkapitel

An Upper Bound Estimation About the Sample Average of Interval-Valued Random Sets

Xia Wang, Li Guan

2017 | OriginalPaper | Buchkapitel

On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator

Jin Hee Yoon, Seung Hoe Choi, Przemyslaw Grzegorzewski

Backmatter

Weitere Informationen

Premium Partner

Neuer Inhalt

BranchenIndex Online

Die B2B-Firmensuche für Industrie und Wirtschaft: Kostenfrei in Firmenprofilen nach Lieferanten, Herstellern, Dienstleistern und Händlern recherchieren.

Whitepaper

- ANZEIGE -

Product Lifecycle Management im Konzernumfeld – Herausforderungen, Lösungsansätze und Handlungsempfehlungen

Für produzierende Unternehmen hat sich Product Lifecycle Management in den letzten Jahrzehnten in wachsendem Maße zu einem strategisch wichtigen Ansatz entwickelt. Forciert durch steigende Effektivitäts- und Effizienzanforderungen stellen viele Unternehmen ihre Product Lifecycle Management-Prozesse und -Informationssysteme auf den Prüfstand. Der vorliegende Beitrag beschreibt entlang eines etablierten Analyseframeworks Herausforderungen und Lösungsansätze im Product Lifecycle Management im Konzernumfeld.
Jetzt gratis downloaden!

Bildnachweise