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ORCID13th IPMU 2010: Dortmund, Germany - LNCS Volume
- Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann:
Computational Intelligence for Knowledge-Based Systems Design, 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings. Lecture Notes in Computer Science 6178, Springer 2010, ISBN 978-3-642-14048-8
Machine Learning and Data Mining
Similarity and Instinguishability
- Bernadette Bouchon-Meunier, Giulianella Coletti
, Marie-Jeanne Lesot, Maria Rifqi:
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View. 1-10 - Anca L. Ralescu, Sofia Visa, Stefana Popovici:
A Stochastic Treatment of Similarity. 11-18 - Marie-Jeanne Lesot, Maria Rifqi:
Order-Based Equivalence Degrees for Similarity and Distance Measures. 19-28 - Thomas A. Runkler:
Comparing Partitions by Subset Similarities. 29-38 - Gaspar Mayor, Jordi Recasens:
Finitely Valued Indistinguishability Operators. 39-48 - Andrzej Janusz:
Discovering Rules-Based Similarity in Microarray Data. 49-58
Clustering and Classification
- Ludmila Himmelspach, Stefan Conrad:
Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion. 59-68 - M. Carmen Aranda, Carlos Caballero:
Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering. 69-78 - Edwin Lughofer:
On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers. 79-88 - Alberto Fernández, María José del Jesus, Francisco Herrera:
Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. 89-98 - Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints. 99-108 - Elisabetta Fersini, Enza Messina, Francesco Archetti:
Web Page Classification: A Probabilistic Model with Relational Uncertainty. 109-118 - Zoulficar Younes, Fahed Abdallah, Thierry Denoeux:
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels. 119-128 - Sébastien Destercke:
A K-Nearest Neighbours Method Based on Lower Previsions. 129-138
Statistics with Imprecise Data
- Enric Trillas, Takéhiko Nakama, Itziar García-Honrado:
Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts. 139-148 - Tatiana Jaworska, Janusz Kacprzyk, Nicolás Marín, Slawomir Zadrozny:
On Dealing with Imprecise Information in a Content Based Image Retrieval System. 149-158 - Farid Aiche, Didier Dubois:
An Extension of Stochastic Dominance to Fuzzy Random Variables. 159-168 - Eulalia Szmidt, Janusz Kacprzyk:
Correlation of Intuitionistic Fuzzy Sets. 169-177 - Robert Fullér, József Mezei, Péter Várlaki:
A Correlation Ratio for Possibility Distributions. 178-187
Data Analysis
- Frank P. A. Coolen, Pauline Coolen-Schrijner, Tahani A. Maturi:
On Nonparametric Predictive Inference for Ordinal Data. 188-197 - Sébastien Destercke, Olivier Strauss:
Using Cloudy Kernels for Imprecise Linear Filtering. 198-207 - Inés Couso, Didier Dubois:
Peakedness and Generalized Entropy for Continuous Density Functions. 208-219 - Silvia Angilella, Salvatore Greco, Benedetto Matarazzo:
The Most Representative Utility Function for Non-Additive Robust Ordinal Regression. 220-229 - Salvatore Greco, Roman Slowinski, Izabela Szczech:
Alternative Normalization Schemas for Bayesian Confirmation Measures. 230-239
Feature Analysis
- Alberto N. Escalante, Laurenz Wiskott:
Gender and Age Estimation from Synthetic Face Images. 240-249 - Kemal Ince, Frank Klawonn:
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity. 250-259
Concept Analysis
- Yassine Djouadi, Didier Dubois, Henri Prade:
Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling. 260-269 - Bruno Gaume, Emmanuel Navarro, Henri Prade:
A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis. 270-280 - Frederick E. Petry, Ronald R. Yager:
Negotiation as Creative Social Interaction Using Concept Hierarchies. 281-289
Temporal Data Mining
- Nuno Homem, João Paulo Carvalho:
Estimating Top-k Destinations in Data Streams. 290-299 - Miguel R. Álvarez, Paulo Félix, Purificación Cariñena, Abraham Otero:
A Data Mining Algorithm for Inducing Temporal Constraint Networks. 300-309 - Arnaud Quirin, Oscar Cordón, Prakash Shelokar, Carmen Zarco:
Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm. 310-319 - Gernot Herbst, Steffen F. Bocklisch:
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns. 320-329 - Rita Castillo-Ortega, Nicolás Marín, Daniel Sánchez:
Time Series Comparison Using Linguistic Fuzzy Techniques. 330-339 - Daniel F. Leite, Pyramo Costa Jr., Fernando A. C. Gomide:
Granular Approach for Evolving System Modeling. 340-349
Data Mining Applications
- Georg Ruß, Alexander Brenning:
Data Mining in Precision Agriculture: Management of Spatial Information. 350-359 - André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide:
Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis. 360-369 - Nuno Homem, João Paulo Carvalho:
Dispersion Estimates for Telecommunications Fraud. 370-379 - Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak:
The Link Prediction Problem in Bipartite Networks. 380-389
Aggregation and Fusion
Aggregation
- Radko Mesiar, Andrea Mesiarová-Zemánková:
Symmetrization of Modular Aggregation Functions. 390-397 - Margarita Mas, Miquel Monserrat, Joan Torrens:
Smooth Aggregation Functions on Finite Scales. 398-407 - Isabel Aguiló, Marc Carbonell, Jaume Suñer, Joan Torrens:
Dual Representable Aggregation Functions and Their Derived S-Implications. 408-417 - Erich-Peter Klement, Maddalena Manzi, Radko Mesiar:
Aggregation Functions with Stronger Types of Monotonicity. 418-424 - Daniel Ruiz-Aguilera, Joan Torrens, Bernard De Baets, János C. Fodor:
Some Remarks on the Characterization of Idempotent Uninorms. 425-434 - Gleb Beliakov, Humberto Bustince Sola, Javier Fernández:
On the Median and Its Extensions. 435-444
Information Fusion
- Yousri Kessentini, Thomas Burger, Thierry Paquet:
Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. 445-454 - Luísa M. S. Gonçalves, Cidália Costa Fonte, Mario Caetano:
Using Uncertainty Information to Combine Soft Classifications. 455-463 - Abdellah Lamallem, Lionel Valet, Didier Coquin:
Performance Evaluation of a Fusion System Devoted to Image Interpretation. 464-473 - Ignacio J. Pérez, Francisco Javier Cabrerizo, Sergio Alonso, Enrique Herrera-Viedma:
A New Adaptive Consensus Reaching Process Based on the Experts' Importance. 474-483
Integrals
- Christophe Labreuche:
On the Robustness for the Choquet Integral. 484-493 - Miguel Couceiro, Erkko Lehtonen:
Explicit Descriptions of Bisymmetric Sugeno Integrals. 494-501 - Derek T. Anderson, James M. Keller, Timothy C. Havens:
Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral. 502-511 - Ulrich Faigle, Michel Grabisch, M. Heyne:
Choquet Integration on Set Systems. 512-520 - Nahla Ben Amor, Hélène Fargier, Wided Guezguez:
Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty. 521-531
Preference Modeling
- Allel HadjAli, Amine Mokhtari, Olivier Pivert:
A Fuzzy-Rule-Based Approach to Contextual Preference Queries. 532-541 - Nicholas Asher, Elise Bonzon, Alex Lascarides:
Extracting and Modelling Preferences from Dialogue. 542-553 - Souhila Kaci, Christophe Labreuche:
Argumentation Framework with Fuzzy Preference Relations. 554-563 - Steven Freson, Hans E. De Meyer, Bernard De Baets:
An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations. 564-573 - Johannes Krettek, Jan Braun, Frank Hoffmann, Torsten Bertram:
Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization. 574-583 - Salvatore Greco, Benedetto Matarazzo, Roman Slowinski:
Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty. 584-594
Uncertainty Handling
Fuzzy Methods
- Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits:
Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation. 595-604 - Maria Carolina Vanegas, Isabelle Bloch, Jordi Inglada:
Searching Aligned Groups of Objects with Fuzzy Criteria. 605-613 - Franziska Bocklisch, Steffen F. Bocklisch, Josef F. Krems:
How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities. 614-623 - Virupaksha Kanjilal, Hechen Liu, Markus Schneider:
Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS. 624-633 - Vilém Novák:
Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method. 634-644 - Santiago Romaní, Belén Prados-Suárez, Pilar Sobrevilla, Eduard Montseny:
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient. 645-654 - Lena Wiese:
Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies. 655-664 - Giulianella Coletti, Barbara Vantaggi:
Inference with Fuzzy and Probabilistic Information. 665-674
Bayesian Networks
- Linda C. van der Gaag, Janneke H. Bolt, Willie Loeffen, Armin Elbers:
Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever. 675-684 - Andrés Cano, Andrés R. Masegosa, Serafín Moral:
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data. 685-695
Belief Functions
- Milan Daniel:
Conflicts within and between Belief Functions. 696-705 - Jean-Marc Vannobel:
Consonant Continuous Belief Functions Conflicts Calculation. 706-715 - Alessandro Antonucci, Fabio Cuzzolin:
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks. 716-725 - Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Rule Discovery Process Based on Rough Sets under the Belief Function Framework. 726-736 - Gert de Cooman, Enrique Miranda, Marco Zaffalon:
Independent Natural Extension. 737-746
Logics
- Pilar Dellunde, Francesc Esteva:
On Elementary Extensions in Fuzzy Predicate Logics. 747-756 - Henri Prade, Gilles Richard:
Logical Proportions - Typology and Roadmap. 757-767
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