Table of Contents
Perception-based Information Processing
Toward a Perception-Based Theory of Probabilistic Reasoning with Imprecise Probabilities (L.A. Zadeh).
Representing Knowledge
Rough Set Uncertainty in an Object Oriented Data Model(T. Beaubouef, F.E. Petry).On the Representation of Fuzzy Spatial Relations in Robot Maps(I. Bloch, A. Saffiotti).Fuzzy "Between" Operators in the Framework of Fuzzy Orderings(U. Bodenhofer).A Step towards Conceptually Improving Takagi-Sugeno's Approximation(S. Guadarrama, E. Trillas, J. Gutiérrez, F. Fernández).Combining Heterogeneous Information in Group Decision Making(F. Herrera, E. Herrera-Viedma, L. Martínez, P.J. Sánchez).Function Approximation by Fuzzy Rough Sets(M. Inuiguchi, T. Tanino).
Retrieving Information
Query Aggregation Reflecting Domain-knowledge(T. Andreasen).Modelling of Fuzzy and Uncertain Spatio-Temporal Information in Databases: A Constraint-based Approach(G. de Tré, R. de Caluwe, A. Hallez, J.Verstraete).A General Framework for Meta-search based on Query-weighting and Numerical Aggregation Operators(M. Gómez, C. Abásolo).On the Comparison of Aggregates over Fuzzy Sets(P. Bosc, O. Pivert, L. Liétard).Towards an Intelligent Text Categorization for Web Resources: An Implementation(S. Zadrozny, K. Lawcewicz, J. Kacprzyk).
Reasoning
Prototype Based Reasoning and Fuzzy Modeling(R.R. Yager).Gradual Handling of Contradiction in Argumentation Frameworks(C. Cayrol, M.C. Lagasquie).Coherent Conditional Probability as a Tool for Default Reasoning(G. Coletti, R. Scozzafava, B. Vantaggi).Detecting Conflict-Free Assumption-Based Knowledge Bases(R. Haenni).
Uncertainty
Theory of Belief Functions: History and Prospects(A.P. Dempster).Towards Another Logical Interpretation of Theory of Evidence and a New Combination Rule(L. Cholvy).Uncertainty, Type-2 Fuzzy Sets, and Footprints of Uncertainty(J. M. Mendel).Rough Sets, Bayes' Theorem and Flow Graphs(Z. Pawlak).Belief Revision as Combinatorial Optimization(A. Ramer).Showing why Measures of Quantified Beliefs are Belief Functions(Ph. Smets).Extension of Coherent Lower Previsions to Unbounded Random Variables(M. C.M. Troffaes, G. de Cooman).
Learning and Mining
Clustering of Proximity Data using Belief Functions(Th. Denoeux, M. Masson).A Hierarchical Linguistic Clustering Algorithm for Prototype Induction(L. González Rodríguez, J. Lawry, J.F. Baldwin).A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems(O. Cordón, F. Herrera, M.J. del Jesus, L. Magdalena, A.M. Sánchez, P. Villar).Mining Implication-Based Fuzzy Association Rules in Databases(E. Hüllermeier, J. Beringer).Learning Graphical Models by Extending Optimal Spanning Trees(C. Borgelt, R. Kruse).Clustering Belief Functions Based on Attracting and ConflictingMetalevel Evidence(J. Schubert).
Foundations
Models and Submodels of Fuzzy Theories(V. Novák).Numerical Representations of Fuzzy Relational Systems(S. Ovchinnikov).Normal Forms for Fuzzy Relations and Their Contribution to Universal Approximation(I. Perfilieva).Associative Operators Based on t-Norms and t-Conorms(M. Mas, R. Mesiar, M. Monserrat, J. Torrens).
Applications
Non-Analytical Approaches to Model-Based Fault Detection and Isolation(P.M. Frank).A Hybrid Fuzzy-Fractal Approach for Time Series Analysis and Prediction and its Applications to Plant Monitoring(O. Castillo, P. Melin).Linguistic Modeling of Physical Task Characteristics(S. Visa, A. Ralescu, S. Yeung, A. Genaidy).
Validation of Diagnostic Models Using Graphical Belief Networks(O. Kipersztok, H. Wang).Adjustment of Parallel Queuing Processes by Multi-Agent Control(R. Palm, T.A. Runkler).Is she gonna like it? Automated Inspection System Using Fuzzy Aggregation(A. Soria-Frisch, M. Köppen, Th. Sy).
Author Index
