Ferraro, Maria Brigida
Soft Methods for Data Science
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
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
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
Avainsanat: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics), Probability Theory and Stochastic Processes, Probability and Statistics in Computer Science
- Toimittaja
- Ferraro, Maria Brigida
- Gagolewski, Marek
- Gil, María Ángeles
- Giordani, Paolo
- Grzegorzewski, Przemysław
- Hryniewicz, Olgierd
- Vantaggi, Barbara
- Julkaisija
- Springer
- Julkaisuvuosi
- 2017
- Kieli
- en
- Painos
- 1
- Sarja
- Advances in Intelligent Systems and Computing
- Sivumäärä
- 16 sivua
- Kategoria
- Tekniikka, energia, liikenne
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319429724
- Painetun ISBN
- 978-3-319-42971-7