Studies in Fuzziness and Soft Computing

Tasks

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

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Hardcover | 26 February 2002

At a Glance

Hardcover
420 Pages

Dimensions(cm)
23.5 x 16.51 x 3.18

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$249.00

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Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the solutions to difficult problems in the construction 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 methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, bayesian networks and other network methods, as well as logic-based systems.

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You Can Find This Book In

Non-Fiction Medicine Medicine in General Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems Computer Programming & Software Development Algorithms & Data Structures

Computing with Words	p. 1
A new direction in AI: Toward a computational theory of perceptions	p. 3
Combining fuzzy and case-based reasoning to generate human-like music Performances	p. 21
A fuzzy-rough approach to the representation of linguistic hedges	p. 33
Dealing with imprecise inputs in a fuzzy rule-based system using an implication-based rule model	p. 43
Constructing rough mereological granules of classifying rules and classifying algorithms	p. 57
Criticality in the network with imprecise activity times	p. 71
Object-oriented Implementation of a model for fuzzy temporal reasoning	p. 85
A symbolic approach to syllogistic reasoning	p. 99
On algebraic foundations of information granulation	p. 113
Decision and Preferences	p. 127
On the issue of consistency in dynamical consensual aggregation	p. 129
A group decision support system based on linguistic multicriteria assessments	p. 139
Integral representations and decision theory	p. 153
Can qualitative utility criteria obey the sure thing principle?	p. 167
Pseudo-additive measures and the independence of events	p. 179
On discrete preference structures	p. 193
Families of valued sets as media	p. 205
A general framework for ordering fuzzy sets	p. 213
Learning, Classification and Clustering	p. 225
Pattern extraction method for text Classification	p. 227
A comparison of rough set strategies for pre-term birth data	p. 239
Toward the intelligent control of hierarchical clustering	p. 253
Combining both a fuzzy inductive learning and a fuzzy repertory grid method	p. 267
An approach to computational microtexture perceptual detection with management of uncertainty	p. 281
Bagging improves uncertainty representation in evidential pattern classification	p. 295
Non-Euclidean genetic FCM clustering algorithm	p. 309
Different approaches to induce Cooperation in fuzzy linguistic models under the COR methodology	p. 321
Retrieval of Information	p. 335
Evaluation of flexible queries: The quantified Statement case	p. 337
Intelligent filtering with genetic algorithms and fuzzy logic	p. 351
Using semantic and phonetic term similarity for spoken document retrieval and spoken query processing	p. 363
Knowledge-based extrapolation of cases: A possibilistic approach	p. 377
A methodology to improve object oriented database systems with fuzzy types	p. 391
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Fuzziness and Soft Computing

Tasks

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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