13. IPMU 2010:
Dortmund, Germany - LNCS Volume
Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann (Eds.):
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
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 Jesús, 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
Data Analysis
Feature Analysis
Concept Analysis
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 Leite, Pyramo Costa Jr., Fernando Gomide:
Granular Approach for Evolving System Modeling.
340-349
Data Mining Applications
Aggregation and Fusion
Aggregation
- Radko Mesiar, Andrea Mesiarová-Zemánková:
Symmetrization of Modular Aggregation Functions.
390-397
- Margalida 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
Integrals
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 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
Belief Functions
Logics
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