ISBN: 3790815268
TITLE: Soft Methods in Probability, Statistics and Data Analysis
AUTHOR: Grzegorzewski
TOC:

Introductory Papers
Quantitative Possibility Theory and its Probabilistic Connections 3
D. Dubois, H. Prade
Toward a Perception-Based Theory of Probabilistic Reasoning with Imprecise Probabilities 27
L. A. Zadeh
Soft Methods in Probability - Fundamentals
Independence and Conditioning in a Connectivistic Fuzzy Logic Framework 65
J. Aguilar-Martin
About Ideals on the Set of Fuzzy Measures 76
A. G. Bronevich, A. N. Karkishchenko
Operators for Convolution of Fuzzy Measures 84
A. G. Bronevich, A. E. Lepskiy
Probabilities of Fuzzy Events Based on Scalar Cardinalities 92
J. Casasnovas, F. Rosell
On the Variation of the f-Inequality of a Random Variable 98
I. Cascos-Fernndez, M. Lpez-Daz, M. A. Gil-lvarez
Probability of Intuitionistic Fuzzy Events 105
P. Grzegorzewski, E. Mrwka
A New Calculus for Linguistic Prototypes in Data Analysis 116
J. Lawry
Upper Probabilities and Selectors of Random Sets 126
E. Miranda, I. Couso, P. Gil
On Multivalued Logic and Probability Theory 134
B. Riecan
Reversing the Order of Integration in Iterated Expectations of Compact Convex Random Sets 140
L. J. Rodrguez-Muiz, M. Lpez-Daz, M. A. Gil
Lower Previsions for Unbounded Random Variables 146
M. C. M. Troffaes, G. de Cooman
A Hierarchical Uncertainty Model under Incomplete Information 156
L. V. Utkin
Imprecise Calculation with the Qualitative Information about Probability Distributions 164
L. U. Utkin
Approximation of Belief Functions by Minimizing Euclidean Distances 170
T. Weiler, U. Bodenhofer
Variants of Defining the Cardinalities of Fuzzy Sets 178
M. Wygralak
Soft Methods in Statistics - Fuzzy Stochastic Models
Probabilistic Reasoning in Fuzzy Rule-Based Systems 189
J. van den Berg, U. Kaymak, W. M. van den Bergh
Acceptance Sampling Plans by Variables for Vague Data 197
P. Grzegorzewski
Possibilistic Approach to Bayes Statistical Decisions 207
O. Hryniewicz
Fuzzy Comparison of Frequency Distributions 219
M. Last, A. Kandel
Test of One-Sided Hypotheses on the Expected Value of a Fuzzy Random Variable 228
M. Montenegro, A. Colubi, M. R. Cesals, M. A. Gil-lvarez
Blackwell Suficiency and Fuzzy Experiments 236
A. Wnsche
Optimal Stopping in Fuzzy Stochastic Processes and its Application to Option Pricing in Financial Engineering 244
Y. Yoshida
Soft Methods in Data Analysis - Fuzzy, Rough and Other Approaches
Fuzzy Conjoint Analysis 255
M. Bhattacharyya
Gmde Analysis of Repeated Multivariate Measurements 266
A. Ciok
A Contribution to Stochastic Modeling of Volcanic Petroleum Reservoir 274
S. Darwis
Improving the Quality of Association Rule Mining by Means of Rough Sets 281
D. Delic, H. J. Lenz, M. Neiling
Towards Fuzzy c-means Based Microaggregation 289
J. Domingo-Ferrer, V. Torra
Statistical Profiles of Words for Ontology Enrichment 295
A. Faatz, C. Seeberg, R. Steinmetz
Quest on New Applications for Dempster-Schafer Theory: Risk Analysis in Project Profitability Calculus 302
M. A. Klopotek, S. T. Wierzchon
Decision Making Based on Informational Variables 310
J. L. Kulikowski
An Algorithm for Identifying Fuzzy Measures with Ordinal Information 321
P. Miranda, M. Grabisch
Exploring an Alternative Method for Handling Inconsistency in the Fusion of Expert and Learnt Information 329
J. Rossiter
Approximate Reasoning Schemes: Classifiers for Computing with Words 338
A. Skowron, M. S. Szczuka
Using Consensus Methods to User Classification in Interactive Systems 346
J. Sobecki, N. T. Nguyen
Aggregation Methods to Evaluate Multiple Protected Versions of the Same Confidential Data Set 355
A. Valls, V. Torra, J. Domingo-Ferrer
On Multivariate Fuzzy Time Series Analysis and Forecasting 363
B. Wu, Y. Y. Hsu
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