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Ferraro, Maria Brigida

Soft Methods for Data Science

Ferraro, Maria Brigida - Soft Methods for Data Science, ebook

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ISBN: 9783319429724
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Table of contents

1. Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions
Luca Anzilli, Gisella Facchinetti

2. On the Construction of Radially Symmetric Trivariate Copulas
José De Jesús Arias García, Hans De Meyer, Bernard De Baets

3. Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality
Somsri Banditvilai, Mantira Niraso

4. Updating Context in the Equation: An Experimental Argument with Eye Tracking
Jean Baratgin, Brian Ocak, Hamid Bessaa, Jean-Louis Stilgenbauer

5. Black-Litterman Model with Multiple Experts’ Linguistic Views
Marcin Bartkowiak, Aleksandra Rutkowska

6. Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework
Salem Benferhat, Khaoula Boutouhami, Faiza Khellaf, Farid Nouioua

7. Asymptotics of Predictive Distributions
Patrizia Berti, Luca Pratelli, Pietro Rigo

8. Independent k-Sample Equality Distribution Test Based on the Fuzzy Representation
Angela Blanco-Fernández, Ana B. Ramos-Guajardo

9. Agglomerative Fuzzy Clustering
Christian Borgelt, Rudolf Kruse

10. Bayesian Inference for a Finite Population Total Using Linked Data
Dario Briscolini, Brunero Liseo, Andrea Tancredi

11. The Extension of Imprecise Probabilities Based on Generalized Credal Sets
Andrey G. Bronevich, Igor N. Rozenberg

12. A Generalized SMART Fuzzy Disjunction of Volatility Indicators Applied to Option Pricing in a Binomial Model
Andrea Capotorti, Gianna Figà-Talamanca

13. The Representation of Conglomerative Functionals
Gianluca Cassese

14. The Likelihood Interpretation of Fuzzy Data
Marco E. G. V. Cattaneo

15. Combining the Information of Multiple Ranker in Ranked Set Sampling with Fuzzy Set Approach
Bekir Cetintav, Selma Gurler, Neslihan Demirel, Gozde Ulutagay

16. A Savage-Like Representation Theorem for Preferences on Multi-acts
Giulianella Coletti, Davide Petturiti, Barbara Vantaggi

17. On Some Functional Characterizations of (Fuzzy) Set-Valued Random Elements
Ana Colubi, Gil Gonzalez-Rodriguez

18. Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria
Inés Couso, Didier Dubois

19. The Use of Uncertainty to Choose Matching Variables in Statistical Matching
Marcello D’Orazio, Marco Di Zio, Mauro Scanu

20. Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering
Thierry Denœux, Orakanya Kanjanatarakul

21. Small Area Estimation in the Presence of Linkage Errors
Loredana Consiglio, Tiziana Tuoto

22. A Test for Truncation Invariant Dependence
F. Marta L. Di Lascio, Fabrizio Durante, Piotr Jaworski

23. Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation
Roberto Mari, Roberto Rocci, Stefano Antonio Gattone

24. A Multivariate Analysis of Tourists’ Spending Behaviour
Marta Disegna, Fabrizio Durante, Enrico Foscolo

25. Robust Fuzzy Clustering via Trimming and Constraints
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Iscar

26. One-Factor Lévy-Frailty Copulas with Inhomogeneous Trigger Rates
Janina Engel, Matthias Scherer, Leonhard Spiegelberg

27. A Perceptron Classifier and Corresponding Probabilities
Bernd-Jürgen Falkowski

28. Fuzzy Signals Fed to Gaussian Channels
Laura Franzoi, Andrea Sgarro

29. Fuzzy Clustering Through Robust Factor Analyzers
Luis Angel García-Escudero, Francesca Greselin, Agustin Mayo Iscar

30. Consensus-Based Clustering in Numerical Decision-Making
José Luis García-Lapresta, David Pérez-Román

31. Spatial Outlier Detection Using GAMs and Geographical Information Systems
Alfonso García-Pérez, Yolanda Cabrero-Ortega

32. Centering and Compound Conditionals Under Coherence
Angelo Gilio, David E. Over, Niki Pfeifer, Giuseppe Sanfilippo

33. Approximate Bayesian Methods for Multivariate and Conditional Copulae
Clara Grazian, Brunero Liseo

34. The Sign Test for Interval-Valued Data
Przemys?aw Grzegorzewski, Martyna ?piewak

35. Probability Distributions Related to Fuzzy P-Values
Olgierd Hryniewicz

36. Probabilistic Semantics and Pragmatics for the Language of Uncertainty
Stefan Kaufmann

37. Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing
Ekaterina Kutynina, Alexander Lepskiy

38. Talk to Your Neighbour: A Belief Propagation Approach to Data Fusion
Eleonora Laurenza

39. The Qualitative Characteristics of Combining Evidence with Discounting
Alexander Lepskiy

40. Measuring the Dissimilarity Between theDistributions of Two Random FuzzyNumbers
María Asunción Lubiano, María Ángeles Gil, Beatriz Sinova, María Rosa Casals, María Teresa López

41. An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires
María Asunción Lubiano, Antonia Salas, Sara Rosa de Sáa, Manuel Montenegro, María Ángeles Gil

42. Asymptotic Results for Sums of Independent Random Variables with Alternating Laws
Claudio Macci

43. Dispersion Measures and Multidistances on mathbb {R}^k




R

k





Javier Martín, Gaspar Mayor

44. Full Conglomerability, Continuity and Marginal Extension
Enrique Miranda, Marco Zaffalon

45. On Extreme Points of p-Boxes and Belief Functions
Ignacio Montes, Sebastien Destercke

46. Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition
Marta Nai Ruscone, Silvia Angela Osmetti

47. Predictability in Probabilistic Discrete Event Systems
Farid Nouioua, Philippe Dague, Lina Ye

48. A Sandwich Theorem for Natural Extensions
Renato Pelessoni, Paolo Vicig

49. Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity orEquivalence Constraints
Davide Petturiti, Barbara Vantaggi

50. Square of Opposition Under Coherence
Niki Pfeifer, Giuseppe Sanfilippo

51. Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence
Julia Plass, Marco E. G. V. Cattaneo, Georg Schollmeyer, Thomas Augustin

52. Two-Sample Similarity Test for the Expected Value of Random Intervals
Ana B. Ramos-Guajardo, Ángela Blanco-Fernández

53. Handling Uncertainty in Structural Equation Modeling
Rosaria Romano, Francesco Palumbo

54. Detecting Inconsistencies in Revision Problems
Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse

55. Tukey’s Biweight Loss Function for Fuzzy Set-Valued M-estimators of Location
Beatriz Sinova, Stefan Aelst

56. Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge
Yann Soullard, Alessandro Antonucci, Sébastien Destercke

57. Time Series Modeling Based on Fuzzy Transform
Luciano Stefanini, Laerte Sorini, Maria Letizia Guerra

58. Back to “Reasoning”
Marco Elio Tabacchi, Settimo Termini

59. Lexicographic Choice Functions WithoutArchimedeanicity
Arthur Camp, Enrique Miranda, Gert Cooman

60. Composition Operator for Credal Sets Reconsidered
Ji?ina Vejnarová

61. A Nonparametric Linearity Test for a Multiple Regression Model with Fuzzy Data
Dabuxilatu Wang

62. Treat a Weak Dependence Among Causes and Lives in Insurance by Means of Fuzzy Sets
Dabuxilatu Wang, Tengteng Wang

63. A Portfolio Diversification Strategy via Tail Dependence Clustering
Hao Wang, Roberta Pappadà, Fabrizio Durante, Enrico Foscolo

64. An Upper Bound Estimation About the Sample Average of Interval-Valued Random Sets
Xia Wang, Li Guan

65. On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator
Jin Hee Yoon, Seung Hoe Choi, Przemyslaw Grzegorzewski

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics), Probability Theory and Stochastic Processes, Probability and Statistics in Computer Science

Editor
 
 
 
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319429724
Printed ISBN
978-3-319-42971-7

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