Rough-granular computing in knowledge discovery and data mining
The book "Rough-Granular Computing in Knowledge Discovery and Data Mining" written by Professor Jaroslaw Stepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing areas: granular computing, rough sets, and knowledge discovery and da...
Guardat en:
| Autor principal: | |
|---|---|
| Format: | Livre numérique |
| Idioma: | Anglais |
| Publicat: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2008.
Cham : Springer Nature |
| Col·lecció: | Studies in Computational Intelligence
152 |
| Accés en línia: | 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: | • Rough Granular Computing in Knowledge Discovery and Data Mining, Texte imprimé, 9783642089725 • Rough Granular Computing in Knowledge Discovery and Data Mining, Texte imprimé, 9783540866978 • Rough Granular Computing in Knowledge Discovery and Data Mining, Texte imprimé, 9783540708001 |
Taula de continguts:
- I: Rough Set Methodology
- Rough Sets
- Data Reduction
- II: Classification and Clustering
- Selected Classification Methods
- Selected Clustering Methods
- A Medical Case Study
- III: Complex Data and Complex Concepts
- Mining Knowledge from Complex Data
- Complex Concept Approximations
- IV: Conclusions, Bibliography and Further Readings
- Concluding Remarks.