Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory : Computational Intelligence and Soft Computing Applications
By model we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of da...
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2006.
Cham : Springer Nature |
| Collection: | Studies in Computational Intelligence
27 |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory, Texte imprimé, 9783540341697 • Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory, Texte imprimé, 9783642070587 • Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory, Texte imprimé, 9783540823902 |
Table des matières:
- The Context
- Origins in Context
- Relevant Literature Review
- Theory and Algorithms
- Novel Mathematical Background
- Real-World Grounding
- Knowledge Representation
- The Modeling Problem and its Formulation
- Algorithms for Clustering, Classification, and Regression
- Applications and Comparisons
- Numeric Data Applications
- Nonnumeric Data Applications
- Connections with Established Paradigms
- Conclusion
- Implementation Issues
- Discussion.