Detalle de: Parallel algorithm for principal components based on Hotelling's iterative procedure
| Title | Parallel algorithm for principal components based on Hotelling's iterative procedure |
| Abstract |
In this work, we perform a parallel implementation for obtaining the principal components based on Hotelling's (1933) iterative procedure. We also analyze a variant of this method proposed by Hotelling for accelerating the convergence of the algorithm and we present the parallel implementation of the necessary functions. Results for a SUPERNODE system, composed of sixteen T805 transputers interconnected as a hypercube, are included.> |
| Apa Reference | Cabaleiro, J., Carazo, J. & Zapata, E. Parallel algorithm for principal components based on Hotelling's iterative procedure. 1993 Euromicro Workshop on Parallel and Distributed Processing, 144-149. 10.1109/empdp.1993.336409 |
| Doi | 10.1109/empdp.1993.336409 |
| Publication Date | |
| Publication Type | Conference paper |
| Researcher | Jose María Salvador Carazo Garcia |
| Ontology | Multivariate statistics, Dimensionality reduction |
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