Screen LibraryUncertainty in intelligent and information systems /
This book is a collection of articles on the technologies needed for the construction of intelligent and information systems, and particularly on the role of uncertainty. The articles, written by some of the world's leading experts, cover the management of uncertainty and the modeling of intell...
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| Corporate Authors: | |
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| Group Author: | ; ; |
| Published: |
World Scientific Pub. Co.,
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| Publisher Address: | Singapore ; River Edge, N.J. : |
| Publication Dates: | 2000. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Advances in fuzzy systems ;
vol. 20 |
| Subjects: | |
| Online Access: |
http://www.worldscientific.com/worldscibooks/10.1142/4474#t=toc |
| Summary: |
This book is a collection of articles on the technologies needed for the construction of intelligent and information systems, and particularly on the role of uncertainty. The articles, written by some of the world's leading experts, cover the management of uncertainty and the modeling of intelligent and information systems. Issues related to optimization and learning in the face of uncertainty are discussed. Some of the articles describe applications to data fusion, document retrieval, risk management and nuclear plant control. Applications to the automation of human sensory skills are also presented. Techniques drawn from the disciplines of fuzzy logic, neural networks, genetic algorithms and other constituents of soft computing are used throughout the book. |
| Carrier Form: | 1 online resource (vi,295pages) : illustrations. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9789812792563 |
| CLC: | TP11 |
| Contents: |
Uncertainty management. Data mining by the self-organizing map method / T. Kohonen (Finland) -- Toward a theory of fuzzy veristic variables / R. R. Yager (USA) -- A generalizing look at sigma counts of fuzzy sets / M. Wygralak (Poland) -- A qualitative approach for processing uncertainty / H. Seridi and H. Akdag (France) -- A simple possibilistic modelisation of measurement uncertainty / V Lasserre, G. Mauris and L. Foulloy (France) -- Analogy as a basis of various forms of approximate reasoning / B. Bouchon-Meunier (France) [et al.] -- Extension of totally coherent interval-valued probability assessments / A. Gilio and S. Ingrassia (Italy) -- Systems modelling. Modelling, simulation and behavior identification of non-linear dynamical systems with a new fuzzy-fractal-genetic approach / O. Castillo and P Melin (Mexico) -- Supervisory fuzzy controller / J. J. Buckley (USA) and T Feuring (Germany) -- Hierarchical fuzzy logic control / M. Mohammadian and R. J. Stonier (Australia) -- Learning and optimization. A machine learning technique for helping the knowledge acquisition process / J. L. Castro, J. J. Castro-Schez and J. M. Zurita (Spain) -- Use of attribute selection criteria in decision trees in uncertain domains / B. Cremilleux and C. Robert (France). Mass assignment based induction of linguistic decision trees / J. F. Baldwin, J. Lawry and T P Martin ( United Kingdom) -- Using maximum entropy to estimate missing information in tree-like causal networks / G. R. Garside, D. E. Holmes and P C. Rhodes (United Kingdom) -- Why leximin FCSPs are so hard for local search / J. Moura Pires, F Moura Pires and R. Almeida Ribeiro (Portugal) -- Neural relevance feedback for information retrieval / F Crestani (United Kingdom) -- GA-P based feature selection and classification combining different methods of texture analysis / F Cano, L. Junco and L. Sanchez (Spain) -- Applications. Data fusion using a multi-agents architecture application to artillery localization / S. Gatepaille, A. Kelman and S. Brunessaux (France) -- Fuzzy Decision Trees to Extract Features of Odorous Molecules / C. Marsala (France) [et al.] -- Dcoument retrieval from multiple sources of information / G. Pasi (Italy) and R. R. Yager (USA) -- The progressing of fuzzy-logic control applications to the Belgianreactor 1 / D. Ruan (Belgium) -- Audit risk assessment : an imperfect knowledge based model / C. Lesage (France) -- Operational risk measurement in financial institutions : a fuzzy logic approach / S. Scandizzo (Canada). |