Invited Papers
A Perspective on the Philosophical Grounding of Fuzzy
Theories ........................................................ 1
I.Burhan Türksen
Binary Operations on Fuzzy Sets: Recent Advances ............... 16
János Fodor
Multiple Criteria Choice, Ranking, and Sorting in the Presence
of Ordinal Data and Interactive Points of View ................. 30
Marc Roubens
Dual Interval Model and Its Application to Decision Making ..... 39
Hideo Tanaka
Automatic Taxonomy Generation: Issues and Possibilities ........ 52
Raghu Krishnapuram, Krishna Kummamuru
Mathematical Areas
A Fuzziness Measure of Rough Sets .............................. 64
Hsuan-Shih Lee
Fuzzy Closure Operators Induced by Similarity .................. 71
Radim Belohlávek
A New Approach to Teaching Fuzzy Logic System Design ........... 79
Emine Inelmen, Erol Inelmen, Ahmad Ibrahim
On the Transitivity of Fuzzy Indifference Relations ............ 87
Susana Díaz, Bernard De Baets, Susana Montes
About Zf, the Set of Fuzzy Relative Integers,
and the Definition of Fuzzy Bags on Zf ......................... 95
Patrick Bosc, Daniel Rocacher
The Difference Between 2 Multidimensional Fuzzy Bags:
A New Perspective on Comparing Successful and Unsuccessful
User's Web Behavior ........................................... 103
George Meghabghab
A Discussion of Indices for the Evaluation of Fuzzy
Associations in Relational Databases .......................... ll1
Didier Dubois, Henri Prade, Thomas Sudkamp
On a Characterization of Fuzzy Bags ........................... 119
Miguel Delgado, María J.Martín-Вautista, Daniel
Sánchez, María A.Vila
A New Proposal of Aggregation Functions: The Linguistic
Summary ....................................................... 127
Ignacio Blanco, Daniel Sánchez, José M. Serrano,
María A.Vila
Fuzzy Quantifiers, Multiple Variable Binding and Branching
Quantification ................................................ 135
Ingo Glöckner
Modeling the Concept of Fuzzy Majority Opinion ................ 143
Gabriella Pasi, Ronald R.Yager
Modelling Fuzzy Quantified Statements under a Voting Model
Interpretation of Fuzzy Sets .................................. 151
Félix Díaz-Hermida, Alberto Bugarín,
Purificación Cariñena, Manuel Mucientes,
David E.Losada, Senén Barro
Arithmetic of Fuzzy Quantities Based On Vague Arithmetic
Operations .................................................... 159
Mustafa Demirci
Level-Sets as Decomposition of the Topological Space SpecA .... 167
Paavo Kukkurainen
Axiomatization of Any Residuated Fuzzy Logic Defined by a
Continuous T-norm ............................................. 172
Francesc Esteva, Lluis Godo, Franco Montagna
Extension of Lukasiewicz Logic by Product Connective .......... 180
Rostislav Horcík, Petr Cintula
Formulas of Lukasiewicz's Logic Represented by Hyperplanes .... 189
Antonio Di Nola, Ada Lettieri
Fuzzifying the Thoughts of Animats ............................ 195
Iztok Lebar Bajec, Nikolaj Zimic, Miha Mraz
Approximating Fuzzy Control Strategies via CRI ................ 203
Siegfried Gottwald, Vilem Novák, Irina Perfilieva
Inequalities in Fuzzy Probability Calculus .................... 211
Saskia Janssens, Bernard De Baets, Hans De Meyer
Fuzziness and Uncertainty within the Framework of Context
Model ......................................................... 219
Van-Nam Huynh, Mina Ryoke, Yoshiteru Nakamori, Tu Bao Ho
Uncertainty in Noise Mapping: Comparing a Probabilistic and
a Fuzzy Set Approach .......................................... 229
Tom De Muer, Dick Botteldooren
Trapezoidal Approximations of Fuzzy Numbers ................... 237
Przemysiaw Grzegorzewski, Edyta Mrowka
Methodological Areas
A Discrete-Time Portfolio Selection with Uncertainty of
Stock Prices .................................................. 245
Yuji Yoshida, Masami Yasuda, Jun-ichi Nakagami,
Masami Kurano
A Fuzzy Approach to Stochastic Dominance of Random
Variables ..................................................... 253
Bart De Schuymer, Hans De Meyer, Bernard Be Baets
Extracting Strict Orders from Fuzzy Preference Relations ...... 261
Koen Maes, Bernard De Baets
T-Ferrers Relations versus T-biorders ......................... 269
Susana Díaz. Bernard De Baets, Susana Montes
Sugeno Integrals for the Modelling of Noise Annoyance
Aggregation ................................................... 277
Andy Verkeyn, Dick Botteldooren, Bernard De Baets,
Guy De Tré
On Separability of Intuitionistic Fuzzy Sets .................. 285
Krassimir T.Atanassov, Janusz Kacprzyk, Eulalia Szmidt,
Ljudmila P.Todorova
Calculating Limit Decisions in Factoring Using a Fuzzy
Decision Model Based on Interactions between Goals ............ 293
Rudolf Felix
Fuzzy Models of Rainfall-Discharge Dynamics ................... 303
Eilde Vernieuwe, Olga Georgieva, Bernard De Baets,
Valentijn R.N.Pauwels, Niko E.C.Verhoest
A Rule-Based Method to Aggregate Criteria with Different
Relevance ..................................................... 311
Gerardo Canfora, Luigi Troiano
Imprecise Modelling Using Gradual Rules and Its Application
to the Classification of Time Series .......................... 319
Sylvie Galichet, Didier Dubois, Henri Prade
A Semi-supervised Clustering Algorithm for Data Exploration ... 328
Abdelhamid Bouchachia, Witold Pedrycz
A Comparative Study of Classifiers on a Real Data Set ......... 338
Sofia Visa, Anca Ralescu
A Note on Quality Measures for Fuzzy Association Rules ........ 346
Didier Dubois, Eyke Hüllermeier, Henri Prade
Differentiated Treatment of Missing Values in Fuzzy
Clustering .................................................... 354
Heiko Timm, Christian Döring, Rudolf Kruse
Trapezoidal Approximations of Fuzzy Numbers ................... 237
Przemyslaw Grzegorzewski, Edyta Mrówka
Methodological Areas
A Discrete-Time Portfolio Selection with Uncertainty of
Stock Prices .................................................. 245
Yuji Yoshida, Masami Yasuda, Jun-ichi Nakagami, Masami
Kurano
A Fuzzy Approach to Stochastic Dominance of Random
Variables ..................................................... 253
Bart De Schuymer, Hans De Meyer, Bernard De Baets
Extracting Strict Orders from Fuzzy Preference Relations ...... 261
Koen Maes, Bernard De Baets
Г-Ferrers Relations versus T-biorders ......................... 269
Susana Díaz, Bernard De Baets, Susana Montes
Sugeno Integrals for the Modelling of Noise Annoyance
Aggregation ................................................... 277
Andy Verkeyn, Dick Botteldooren, Bernard De Baets,
Guy De Tré
On Separability of Intuitionistic Fuzzy Sets .................. 285
Krassimir T. Atanassov, Janusz Kacprzyk, Eulalia Szmidt,
Ljudmila P.Todorova
Calculating Limit Decisions in Factoring Using a Fuzzy
Decision ModelBased on Interactions between Goals ............. 293
Rudolf Felix
Fuzzy Models of Rainfall-Discharge Dynamics ................... 303
Hilde Vernieuwe, Olga Georgieva, Bernard De Baets,
Valentijn R.N.Pauwels, Niko E.C.Verhoest
A Rule-Based Method to Aggregate Criteria with Different
Relevance ..................................................... 311
Gerardo Canfora, Luigi Troiano
Imprecise Modelling Using Gradual Rules and Its Application
to the Classification of Time Series .......................... 319
Sylvie Galichet, Didier Dubois, Henri Prade
A Semi-supervised Clustering Algorithm for Data Exploration ... 328
Abdelhamid Bouchachia, Witold Pedrycz
A Comparative Study of Classifiers on a Real Data Set ......... 338
Sofia Visa, Anca Ralescu
A Note on Quality Measures for Fuzzy Association Rules ........ 346
Didier Dubois, Eyke Hüllermeier, Henri Prade
Differentiated Treatment of Missing Values in Fuzzy
Clustering .................................................... 354
Heiko Timm, Christian Döring, Rudolf Kruse
Mining Multi-level Diagnostic Process Rules from Clinical
Databases Using Rough Sets and Medical Diagnostic Model ....... 362
Shusaku Tsumoto
Rough Sets and Information Granulation ........................ 370
James F.Peters, Andrzej Skowron, Piotr Synak,
Sheela Ramanna
Indiscernibility-Based Clustering: Rough Clustering ........... 378
Shoji Hirano, Shusaku Tsumoto
Fuzzy Multiset Space and c-Means Clustering Using Kernels
with Applications to Information Retrieval .................... 387
Sadaaki Miyamoto, Kiyotaka Mizutani
Using Similarity Measures for Histogram Comparison ............ 396
Dietrich Van der Weken, Mike Nachtegael, Etienne Kerre
A CHC Evolutionary Algorithm for 3D Image Registration ........ 404
Oscar Cordࣃn, Sergio Damas, Jose Santamaría
Color Image Enhancement Using the Support Fuzzification ....... 412
Vasile Patrascu
Lattice Fuzzy Signal Operators and Generalized Image
Gradients ..................................................... 420
Petros Maragos, Vassilis Tzouvaras, Giorgos Stamou
Non-uniform Coders Design for Motion Compression Method by
Fuzzy Relational Equations .................................... 428
Hajime Nobuhara, Kaoru Hirota
A Method for Coding/Decoding Images by Using Fuzzy Relation
Equations ..................................................... 436
Ferdinando Di Martino, Vincenzo Loia, Salvatore Sessa
Application Areas
Embedded Fuzzy Control System in an Open Computerized
Numerical Control: A Technology Transfer Case-Study ........... 442
Rodolfo E. Haber, José R. Alique, Angel Alique,
Ramón Uribe-Etxebarria, Javier Hernࢱndez
Activation of Trapezoidal Fuzzy Subsets with Different
Inference Methods ............................................. 450
Anis Sakly, Mohamed Benrejeb
Design and Simulation of a Fuzzy Substrate Feeding Controller
for an Industrial Scale Fed-Batch Baker Yeast Fermentor ....... 458
Cihan Karakuzu, Sitki Ozturk, Mustafa Türker
Fuzzy Supervisor for Combining Sliding Mode Control and
H∞ Control .............................................. 466
Najib Essounbouli, Abdelaziz Hamzaoui,
Noureddine Manamanni
Intelligent PID Control by Immune Algorithms Based Fuzzy
Rule Auto-Tuning .............................................. 474
Dong Hwa Kim, Jin Ill Park
Implementation and Applications of a Constrained Multi-
objective Optimization Method ................................. 483
Hossein S.Zadeh
System Modelling Using Fuzzy Numbers .......................... 492
Petr Husek, Renata Pytelková
Fuzzy Adaptive Sliding Mode Control for a Class of Uncertain
Nonlinear MIMO Systems with Application to a 2DOF Twin
Propeller ..................................................... 500
Aria Alasti, Hamid Bolandhemat, Navid Dadkhah Tehrani
Improvement of Second Order Sliding-Mode Controller Applied
to Position Control of Induction Motors Using Fuzzy Logic ..... 508
Mahdi Jalili-Kharaajoo, Hassan Ebrahimirad
Hybrid Electric Vehicles: Application of Fuzzy Clustering
for Designing a TSK-based Fuzzy Energy Flow Management Unit ... 516
Lucio Ippolito, Pierluigi Siano
A Fuzzy Logic Vision and Control System Embedded with Human
Knowledge for Autonomous Vehicle Navigation ................... 526
Charles E.Kinney, Dean B.Edwards
Fuzzy Logic Based Dynamic Localization and Map Updating for
Mobile Robots ................................................. 535
Mohammad Molhim, Kudret Demirli
An Overview on Soft Computing in Behavior Based Robotics ...... 544
Frank Hoffmann
Asymmetric Redundancy of Tuples in Fuzzy Relational
Database ...................................................... 552
Roily Intan, Masao Mukaidono
Fuzzy Clustering in Classification Using Weighted Features .... 560
Lourenço P.C. Bandeira, João M.C. Sousa,
Uzay Kaymak
Data and Cluster Weighting in Target Selection Based on
Fuzzy Clustering .............................................. 568
Uzay Kaymak
Cross-Disciplinary Areas
On-line Design of Takagi-Sugeno Models ........................ 576
Plamen Angelov, Dimitar Filev
Gradient Projection Method and Equality Index in Recurrent
Neural Fuzzy Network .......................................... 585
Rosangela Ballini, Fernando Gomide
Experimental Analysis of Sensory Measurement Imperfection
Impact for a Cheese Ripening Fuzzy Model ...................... 595
Irina Ioannou, Nathalie Perrot, Gilles Mauris,
Gilles Trystram
Generation of Fuzzy Membership Function Using Information
Theory Measures and Genetic Algorithm ......................... 603
Masoud Makrehchi, Otman Basir, Mohamed Kamel
Analyzing the Performance of a Multiobjective GA-P Algorithm
for Learning Fuzzy Queries in a Machine Learning
Environment ................................................... 611
Oscar Cordón, Enrique Herrera-Viedma, María
Luque, Félix de Moya, Carmen Zarco
Commutativity as Prior Knowledge in Fuzzy Modeling ............ 620
Pablo Carmona, Juan L. Castro, José M. Zurita
Evolutionary Optimization of Fuzzy Models with Asymmetric
RBF Membership Functions Using Simplified Fitness Sharing ..... 628
Min-Soeng Kim, Chang-Hyun Kim, Ju-Jang Lee
Fuzzy Multi-objective Optimization Approach for Rod Shape
Design in Long Product Rolling ................................ 636
Victor Oduguwa, Rajkumar Roy, Didier Farrugia
A Fuzzy-Based Meta-model for Reasoning about Number of
Software Defects .............................................. 644
Marek Reformat
A Dual Representation of Uncertain Dynamic Spatial
Information ................................................... 652
Gloria Bordogna, Paola Carrara, Sergio Chiesa, Stefano
Spaccapietra
Enabling Fuzzy Object Comparison in Modern Programming
Platforms through Reflection .................................. 660
Fernando Berzal, Juan-Carlos Cubero, Nicolas Marin,
Olga Pons
An XML-based Approach to Processing Imprecise Requirements .... 668
Jonathan Lee, Yong-Yi Fanjiang, Tzung-Jie Chen,
Ying-Yan Lin
Inducing Fuzzy Concepts through Extended Version Space
Learning ...................................................... 677
Eyke Hüllermeier
A Symbolic Approximate Reasoning under Fuzziness .............. 685
Mazen El-Sayed, Daniel Pacholczyk
Making Fuzzy Absolute and Fuzzy Relative Orders of Magnitude
Consistent .................................................... 694
Didier Dubois, Allel HadjAli, Henri Prade
Learning First Order Fuzzy Logic Rules ........................ 702
Henri Prade, Gilles Richard, Mathieu Serrurier
An Interactive Fuzzy Satisfying Method for Multiobjective
Nonlinear Integer Programming Problems through Genetic
Algorithms .................................................... 710
Masatoshi Sakawa, Kosuke Kato
A Global Optimization Method for Solving Fuzzy Relation
Equations ..................................................... 718
S.Ilker Birbil, Orhan Feyzioglu
A Study on Fuzzy Random Linear Programming Problems Based on
Possibility and Necessity Measures ............................ 725
Hideki Katagiri, Masatoshi Sakawa
Author Index .................................................. 733
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