Dimensionality reduction with unsupervised nearest neighbors
This book is devoted to a novel approach for dimensionality reduction based on the famous nearest neighbor method that is a powerful classification and regression approach. It starts with an introduction to machine learning concepts and a real-world application from the energy domain. Then, unsuperv...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Udgivelse: | 1st ed. 2013. |
| Serier: | Intelligent Systems Reference Library
51 |
| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Kommentar: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783642386510 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783642386510 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783642386534 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783662518953 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783642386510 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783642386534 • Dimensionality Reduction with Unsupervised Nearest Neighbors, Texte imprimé, 9783662518953 |
Indholdsfortegnelse:
- Part I Foundations Part II Unsupervised Nearest Neighbors Part III Conclusions