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ORCID6th 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, Oskar Gross, Jukka M. Toivanen, Alessandro Valitutti:
On Creative Uses of Word Associations. 17-24
Foundations
- Sébastien Destercke, Violaine Antoine:
Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification. 27-35 - Renato Pelessoni, Paolo Vicig:
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, Marco Prioli, Simona Salicone, Barbara Vantaggi:
2D Probability-Possibility Transformations. 63-72 - Tommaso Flaminio, Lluís Godo Lacasa:
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, Paolo Giordani:
A Proposal of Robust Regression for Random Fuzzy Sets. 115-123 - Ana Belén Ramos-Guajardo, María Asunción Lubiano, Gil González-Rodríguez:
Bootstrap Comparison of Statistics for Testing the Homoscedasticity of Random Fuzzy Sets. 125-133 - Sara de la Rosa de Sáa, María Angeles Gil, María Teresa López García, María Asunción Lubiano:
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, João Miguel da Costa Sousa:
Conditional Density Estimation Using Fuzzy GARCH Models. 173-181 - Bekir Çetintav, A. Firat Özdemir:
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, Karol R. Opara:
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, Uzay Kaymak:
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, Domenico Perrotta, Marco Riani, Andrea Cerioli:
Robustness Issues in Text Mining. 263-272 - Beatriz Sinova, Gil González-Rodríguez, Stefan Van Aelst:
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, Marco E. G. V. Cattaneo:
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, Miroslav Sabo:
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, Antonio Lucadamo, Susana Montes:
How to Introduce Fuzzy Rationality Measures and Fuzzy Revealed Preferences into a Discrete Choice Model. 369-377 - David Sikora, Martin Stepnicka, Lenka Vavrickova:
Fuzzy Rule-Based Ensemble Forecasting: Introductory Study. 379-387 - Giulianella Coletti, Barbara Vantaggi:
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, Marco Zaffalon:
Conglomerable Coherent Lower Previsions. 419-427 - Jirina Vejnarová:
Evidential Networks from a Different Perspective. 429-436
Engineering
- Balasubramaniam Jayaram, Frank Klawonn:
Generalised Median Polish Based on Additive Generators. 439-448 - Janusz Kacprzyk, Slawomir Zadrozny:
Grasping the Content of Web Servers Logs: A Linguistic Summarization Approach. 449-457 - Arif ul Maula Khan, Ralf Mikut, Brigitte Schweitzer, Carsten Weiss, Markus Reischl:
Automatic Tuning of Image Segmentation Parameters by Means of Fuzzy Feature Evaluation. 459-467 - Ruben D. M. A. Pereira, João Miguel da Costa Sousa, Susana M. Vieira, Shane R. Reti, Stan N. Finkelstein:
Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit. 469-477 - Raouia Ayachi, Nahla Ben Amor, Salem Benferhat:
Possibilistic Local Structure for Compiling Min-Based Networks. 479-487 - Matteo Borrotti, Irene Poli:
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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