Studies in Fuzziness and Soft Computing

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By: Bernadette Bouchon-Meunier (Editor), Julio Gutierrez-Rios (Editor), Luis Magdalena (Editor)

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Hardcover | 26 February 2002

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Hardcover
444 Pages

Dimensions(cm)
23.5 x 16.51 x 3.18

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Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book is devoted to various aspects of the management of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of linguistic nature. Various methods developed to manage such information are discussed in the context of several domains of application. Topics included in the book include preference modelling and decision making, learning, clustering and data mining, information retrieval. The paradigm of computing with words is also addressed.

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Non-Fiction Reference, Information & Interdisciplinary Subjects Research & Information Information theory Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems Medicine Medicine in General

Fundamental Issues in Uncertainty	p. 1
Epistemology probabilized	p. 3
Stochastic independence for upper and lower probabilities in a coherent setting	p. 17
Qualitative possibilistic independence based on plausibility relations	p. 31
Independence concepts for belief functions	p. 45
Conditional possibility and necessity	p. 59
The membership problem for probabilistic and data dependencies	p. 73
Belief functions induced by randomized communication channels	p. 85
Quantifying the correlation between two interval-valued random sets	p. 99
How information measure changes due to unreliability	p. 109
Aggregation Methods	p. 123
On the aggregation of some classes of fuzzy relations	p. 125
Ordinal sums of aggregation Operators	p. 137
Aggregation principle in the theory of nonlinear PDE	p. 149
Approximation of membership functions and aggregation operators using splines	p. 159
The ordered weighted geometric Operator: properties and application in MCDM Problems	p. 173
On dominance and dispersion of a class of weighting lists	p. 185
Fuzzy Sets	p. 197
On the definition of coherence measure for fuzzy sets	p. 199
Characterizing k-additive fuzzy measures	p. 209
Design of Takagi-Sugeno Controllers using piecewise constant functions and a normalized fuzzification transform	p. 223
Fuzzy temporal rules: A rule-based approach for fuzzy temporal knowledge representation and reasoning	p. 237
On a new method to T-transitive fuzzy relations	p. 251
Intuitionistic fuzzy relations and measures of consensus	p. 261
A soft design of acceptance sampling plans by variables	p. 275
Network Based Technologies	p. 287
On the problem of performing exact partial abductive inference in Bayesian belief networks using junction trees	p. 289
Computing probabilities of events in Bayesian networks	p. 303
Approximate Bayesian networks	p. 313
Stochastic algorithms for searching causal orderings in Bayesian networks	p. 327
SYMBIONT: A cooperative evolutionary model for evolving artificial neural networks for classification	p. 341
Functional equivalence between S-neural networks and fuzzy models	p. 355
Logic and Logic Based Systems	p. 365
Towards mathematical morpho-logics	p. 367
Fuzzy sets from a mathematical-naive point of view	p. 381
On the implementation of Fril++ for object-oriented logic programming with uncertainty and fuzziness	p. 393
On some simplifications of the axiomatization of monoidal logic	p. 407
Logical measure - structure of logical formula	p. 417
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Fuzziness and Soft Computing

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Hardcover

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