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Innovations in Intelligent Systems : Studies in Fuzziness and Soft Computing - Ajith Abraham

Innovations in Intelligent Systems

Studies in Fuzziness and Soft Computing

Hardcover Published: 21st January 2004
ISBN: 9783540202653
Number Of Pages: 468

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Innovations in Intelligent Systems is a rare collection of the latest developments in intelligent paradigms such as knowledge-based systems, computational intelligence and hybrid combinations as well as practical applications in engineering, science, business and commerce. The book covers central topics such as intelligent multi-agent systems, data mining, case-based reasoning, and rough sets. Essential techniques to the development of intelligent machines are investigated such as pattern recognition and classification, machine learning, natural language processing, grammar, evolutionary schemes, fuzzy-neural procedures, and intelligent vision. The book also includes useful applications ranging from medical diagnosis and technical/medical language translation, to power demand forecasting and manufacturing plants. Due to its depth and breadth of the coverage and the usefulness of the techniques and applications, this book is a valuable reference for experts and students alike.

Use of multi-category proximal SVM for data set reductionp. 3
Bayesian control of dynamic systemsp. 21
AppART: a hybrid neural network based on adaptive resonance theory for universal function approximationp. 51
An algorithmic approach to the main concepts of rough set theoryp. 89
Automated case selection from databases using similarity-based rough approximationp. 111
An induction algorithm with selection significance based on a fuzzy derivativep. 131
Model and fixpoint semantics for fuzzy disjunctive programs with weak similarityp. 151
An automated report generation tool for the data understanding phasep. 203
Finding trigonometric identities with tree adjunct grammar guided genetic programmingp. 221
Modeling a distributed knowledge management for autonomous cooperative agents with knowledge migrationp. 237
Intelligent information systems based on paraconsistent logic programsp. 257
Neuro-fuzzy paradigms for intelligent energy managementp. 285
Information space optimization for inductive learningp. 315
Detecting, tracking, and classifying human movement using active contour models and neural networksp. 343
Fuzzy sets in investigation of human cognition processesp. 361
A full explanation facility for an MLP network that classifies low-back-pain patients and for predicting MLP reliabilityp. 381
Automatic translation to controlled medical vocabulariesp. 413
A genetic programming for the induction of natural language parserp. 435
Indexp. 457
List of contributorsp. 463
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540202653
ISBN-10: 354020265X
Series: Studies in Fuzziness and Soft Computing
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 468
Published: 21st January 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 3.81
Weight (kg): 0.99