Innovations in Intelligent Systems

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Abraham, Ajith (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), van der Zwaag, Berend Jan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Έκδοση: 1st ed. 2004.
• Σειρά: Studies in Fuzziness and Soft Computing, 140
• Θέματα: Applied mathematics.; Engineering mathematics.; Artificial intelligence.; Optical data processing.; Computer-aided engineering.; Operations research.; Decision making.; Mathematical and Computational Engineering.; Artificial Intelligence.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computer-Aided Engineering (CAD, CAE) and Design.; Applications of Mathematics.; Operations Research/Decision Theory.

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...

Πίνακας περιεχομένων:

• 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.