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Innovations in intelligent systems

Author: Ajith Abraham; L C Jain; Berend J Von der Zwaag
Publisher: Berlin ; New York : Springer, 2004.
Series: Studies in fuzziness and soft computing, v. 140.
Edition/Format:   Print book : EnglishView all editions and formats
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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  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Ajith Abraham; L C Jain; Berend J Von der Zwaag
ISBN: 354020265X 9783540202653
OCLC Number: 53434636
Description: xxv, 468 pages : illustrations ; 24 cm.
Contents: Part 1. Theory --
1. Use of multi-category proximal SVM for data set reduction --
2. Bayesian control of dynamic systems --
3. AppART: A hybrid neural network based on adaptive resonance theory for universal function approximation --
4. An algorithmic approach to the main concepts of rough set theory --
5. Automated case selection from databases using similarity-based rough approximation --
6. An induction algorithm with selection significance based on a fuzzy derivative --
7. Model and fixpoint semantics for fuzzy disjunctive programs with weak similarity --
8. An automated report generation tool for the data understanding phase --
9. Finding trigonometric identities with tree adjunct grammar guided genetic programming --
Part 2. Applications --
10. Modeling a distributed knowledge management for autonomous cooperative agents with knowledge migration --
11. Intelligent information systems based on paraconsistent logic programs --
12. Neuro-fuzzy paradigms for intelligent energy management --
13. Information space optimization for inductive learning --
14. Detecting, tracking, and classifying human movement using active contour models and neural networks --
15. Fuzzy sets in investigation of human cognition processes --
16. A full explanation facility for an MLP network that classifies low-back-pain patients and for predicting MLP reliability --
17. Automatic translation to controlled medical vocabularies --
18. A genetic programming for the induction of natural language parser.
Series Title: Studies in fuzziness and soft computing, v. 140.
Responsibility: Ajith Abraham, Lakhmi C. Jain, Berend J. von der Zwaag (eds.).
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