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: | Kramer, Oliver |
|---|---|
| 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 |
Lignende værker
-
On the use of Nearest Neighbors in finance
(Article ou chapitre numérique)
Guégan, Dominique, et autres
, 2005 -
ALMA’s view of the nearest neighbors to the Sun
(Article ou chapitre numérique)
R. Liseau, et autres
EDP Sciences, 2016 -
Supervised star, galaxy, and QSO classification with sharpened dimensionality reduction
(Article ou chapitre numérique)
M. A. A. Lourens, et autres
EDP Sciences, 2024 -
Application of dimensionality reduction and clustering algorithms for the classification of kinematic morphologies of galaxies
(Article ou chapitre numérique)
M. S. Rosito, et autres
EDP Sciences, 2023 -
Relativity and the Dimensionality of the World
(Livre numérique)
Petkov, Vesselin, 1942-

