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Innovations in Intelligent Systems

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 to...

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Bibliographic Details
Other Authors: Abraham, Ajith (Editor), van der Zwaag, Berend Jan (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2004, 2004
Edition:1st ed. 2004
Series:Studies in Fuzziness and Soft Computing
Subjects:
Image Processing / Digital Techniques
Operations Research
Engineering Mathematics
Computer Vision
Computer-aided Engineering (cad, Cae) And Design
Artificial Intelligence
Computer Imaging, Vision, Pattern Recognition And Graphics
Computer-aided Engineering
Engineering / Data Processing
Applications Of Mathematics
Mathematics
Operations Research And Decision Theory
Mathematical And Computational Engineering Applications
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 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
  • 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
  • List of contributors

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