- Print ISBN 9780444513793
- Electronic ISBN 9780080525655
One purpose of the book is not to consider these methodologies separately, but rather to consider how they can be used cooperatively to better represent the multiplicity of modes of information. Topics in the book include representation of imperfect knowledge, fundamental issues in uncertainty, reasoning, information retrieval, learning and mining, as well as various applications.
• Tools for construction of intelligent systems
• Contributions by world leading experts
• Fundamental issues and applications
• New technologies for web searching
• Methods for modeling uncertain information
• Future directions in web technologies
• Transversal to methods and domains
Toward a Perception-Based Theory of Probabilistic Reasoning with Imprecise Probabilities (L.A. Zadeh).
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).
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).
Prototype Based Reasoning and Fuzzy Modeling (R.R. Yager). Gradual Handling of Contradiction in Argumentation Frameworks (C. Cayrol, M.C. Lagas