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. Springer 2010 Lecture Notes in Computer Science 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
- 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
- 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 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
- 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
- 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
- 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
- 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
- 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
- Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak: The Link Prediction Problem in Bipartite Networks. 380-389
Aggregation and Fusion
Aggregation
- 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
Information Fusion
- Yousri Kessentini, Thomas Burger, Thierry Paquet: Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. 445-454
- Luisa M. S. Gonçalves, Cidália C. 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
- Derek T. Anderson, James M. Keller, Timothy C. Havens: Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral. 502-511
- 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 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
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
Logics
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