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6th SMPS 2012: Konstanz, Germany
- Rudolf Kruse, Michael R. Berthold, Christian Moewes, María Angeles Gil
, Przemyslaw Grzegorzewski, Olgierd Hryniewicz
Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Proceedings of the 6th International Conference on Soft Methods in Probability and Statistics, SMPS 2012, Konstanz, Germany, October 4-6, 2012. Advances in Intelligent Systems and Computing 190, Springer 2013, ISBN 978-3-642-33041-4
Invited Papers
- Christian Borgelt:
Soft Pattern Mining in Neuroscience. 3-10 - Lawrence O. Hall:
Exploring Big Data with Scalable Soft Clustering. 11-15 - Hannu Toivonen
On Creative Uses of Word Associations. 17-24
Foundations
- Sébastien Destercke
Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification. 27-35 - Renato Pelessoni
The Goodman-Nguyen Relation in Uncertainty Measurement. 37-44 - Erik Quaeghebeur
The CONEstrip Algorithm. 45-54 - Olivier Strauss, Agnès Rico:
Towards a Robust Imprecise Linear Deconvolution. 55-62 - Alessandro Ferrero
2D Probability-Possibility Transformations. 63-72 - Tommaso Flaminio
A Note on the Convex Structure of Uncertainty Measures on MV-algebras. 73-81 - Xuecheng Liu, Shoumei Li:
Cumulative Distribution Function Estimation with Fuzzy Data: Some Estimators and Further Problems. 83-91 - Marek T. Malinowski:
On Equations with a Fuzzy Stochastic Integral with Respect to Semimartingales. 93-101
Statistical Methods
- Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana, Manuel Montenegro
A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic. 105-113 - Maria Brigida Ferraro
A Proposal of Robust Regression for Random Fuzzy Sets. 115-123 - Ana Belén Ramos-Guajardo
Bootstrap Comparison of Statistics for Testing the Homoscedasticity of Random Fuzzy Sets. 125-133 - Sara de la Rosa de Sáa, María Angeles Gil
Fuzzy Rating vs. Fuzzy Conversion Scales: An Empirical Comparison through the MSE. 135-143 - Li Guan, Shoumei Li:
A Law of Large Numbers for Exchangeable Random Variables on Nonadditive Measures. 145-152 - Gholamreza Hesamian, Seyed Mahmood Taheri:
Credibility Theory Oriented Sign Test for Imprecise Observations and Imprecise Hypotheses. 153-163 - Xia Wang:
A Note on Large Deviations of Random Sets and Random Upper Semicontinuous Functions. 165-172 - Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak
Conditional Density Estimation Using Fuzzy GARCH Models. 173-181 - Bekir Çetintav
LP Methods for Fuzzy Regression and a New Approach. 183-191 - Jin Hee Yoon, Seung-Hoe Choi:
Fuzzy Least Squares Estimation with New Fuzzy Operations. 193-202 - Olgierd Hryniewicz
Efficient Calculation of Kendall's τ for Interval Data. 203-210 - Shahram Shahraki, Mohammad R. Akbarzadeh-Totonchi:
Continuous Gaussian Estimation of Distribution Algorithm. 211-218 - Bülent Tütmez
Regional Spatial Analysis Combining Fuzzy Clustering and Non-parametric Correlation. 219-227 - Alfonso García-Pérez
The p-value Line: A Way to Choose from Different Test Results. 229-236 - Moritz Gschwandtner, Peter Filzmoser
Outlier Detection in High Dimension Using Regularization. 237-244 - Karel Hron, Peter Filzmoser
Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach. 245-253 - Jana Jurecková, Radim Navrátil
Rank Tests under Uncertainty: Regression and Local Heteroscedasticity. 255-261 - Marco Turchi
Robustness Issues in Text Mining. 263-272 - Beatriz Sinova, Gil González-Rodríguez
An Alternative Approach to the Median of a Random Interval Using an L 2 Metric. 273-281 - Valentin Todorov, Peter Filzmoser
Comparing Classical and Robust Sparse PCA. 283-291 - Andrea Wiencierz
An Exact Algorithm for Likelihood-Based Imprecise Regression in the Case of Simple Linear Regression with Interval Data. 293-301
Mathematical Aspects
- Fabrizio Durante, Rachele Foschi
Evolution of the Dependence of Residual Lifetimes. 305-312 - Fabrizio Durante, Enrico Foscolo
A Spatial Contagion Test for Financial Markets. 313-320 - Piotr Jaworski
On Copulas and Differential Inclusions. 321-329 - Jan-Frederik Mai, Matthias Scherer, Natalia Shenkman:
An Analytical Characterization of the Exchangeable Wide-Sense Geometric Law. 331-340 - Weining Wang, Ostap Okhrin, Wolfgang K. Härdle
HMM and HAC. 341-348 - Wolfgang Trutschnig
Some Smoothing Properties of the Star Product of Copulas. 349-357 - Marek Gagolewski
Statistical Hypothesis Test for the Difference between Hirsch Indices of Two Pareto-Distributed Random Samples. 359-367 - Davide Martinetti
How to Introduce Fuzzy Rationality Measures and Fuzzy Revealed Preferences into a Discrete Choice Model. 369-377 - David Sikora, Martin Stepnicka
Fuzzy Rule-Based Ensemble Forecasting: Introductory Study. 379-387 - Giulianella Coletti
Hybrid Models: Probabilistic and Fuzzy Information. 389-397 - Angelo Gilio, Giuseppe Sanfilippo
Conjunction, Disjunction and Iterated Conditioning of Conditional Events. 399-407 - Gernot D. Kleiter:
Ockham's Razor in Probability Logic. 409-417 - Enrique Miranda
Conglomerable Coherent Lower Previsions. 419-427 - Jirina Vejnarová:
Evidential Networks from a Different Perspective. 429-436
Engineering
- Balasubramaniam Jayaram
Generalised Median Polish Based on Additive Generators. 439-448 - Janusz Kacprzyk
Grasping the Content of Web Servers Logs: A Linguistic Summarization Approach. 449-457 - Arif ul Maula Khan, Ralf Mikut
Automatic Tuning of Image Segmentation Parameters by Means of Fuzzy Feature Evaluation. 459-467 - Ruben D. M. A. Pereira, João Miguel da Costa Sousa
Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit. 469-477 - Raouia Ayachi, Nahla Ben Amor
Possibilistic Local Structure for Compiling Min-Based Networks. 479-487 - Matteo Borrotti
Naïve Bayes Ant Colony Optimization for Experimental Design. 489-497 - Vandna Jowaheer, Brajendra C. Sutradhar, Zhaozhi Fan:
Inferences in Binary Regression Models for Independent Data with Measurement Errors in Covariates. 499-505 - Mark Last, Alexandra Zhmudyak, Hezi Halpert, Sugato Chakrabarty:
Multi-dimensional Failure Probability Estimation in Automotive Industry Based on Censored Warranty Data. 507-515 - Aljoscha Klose, Jan Wendler, Jörg Gebhardt, Heinz Detmer:
Resolution of Inconsistent Revision Problems in Markov Networks. 517-524 - Christian Moewes, Rudolf Kruse, Bernhard A. Sabel
Analysis of Dynamic Brain Networks Using VAR Models. 525-532 - Fabian Schmidt, Martin Spott:
Visualising Temporal Item Sets: Guided Drill-Down with Hierarchical Attributes. 533-541 - Jukka Corander, Timo Koski, Tatjana Pavlenko, Annika Tillander:
Bayesian Block-Diagonal Predictive Classifier for Gaussian Data. 543-551 - Alexander Lepskiy
Stochastic Measure of Informativity and Its Application to the Task of Stable Extraction of Features. 553-561 - Pascal Held, Kai Dannies:
Clustering on Dynamic Social Network Data. 563-571 - Thomas A. Runkler
Merging Partitions Using Similarities of Anchor Subsets. 573-581
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