Intelligent Systems for Information Processing: From Representation to Applications (Hardcover, New)

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 Conflicting
Metalevel 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