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...
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2006.
Cham : Springer Nature |
| Colección: | Studies in Computational Intelligence
27 |
| Acceso en línea: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
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 |
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| 041 | 0 | |a eng | |
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| 100 | 1 | |a Kaburlasos, Vassilis G. | |
| 245 | 1 | 0 | |a Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory : |b Computational Intelligence and Soft Computing Applications |c by Vassilis G. Kaburlasos. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2006. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 27 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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 data in different application domains. This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively. | ||
| 776 | 0 | |t Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory |b Texte imprimé |z 9783540341697 | |
| 776 | 0 | |t Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory |b Texte imprimé |z 9783642070587 | |
| 776 | 0 | |t Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory |b Texte imprimé |z 9783540823902 | |
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