БАГАТОВИМІРНО-МАТРИЧНИЙ ПІДХІД У ПАРАЛЕЛЬНОМУ ФАКТОРНОМУ АНАЛІЗІ
On the basis of multidimensional-matrix approach the algorithm, realizing alternating least square method for PARAFAC model is designed. The theorems about decomposition of the three-linear and multi-linear PARAFAC models are proved. The results of testing the algorithm and the conclusions about PAR...
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| Datum: | 2006 |
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| 1. Verfasser: | |
| Format: | Artikel |
| Sprache: | Ukrainian |
| Veröffentlicht: |
V.M. Glushkov Institute of Cybernetics of NAS of Ukraine
2006
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| Online Zugang: | https://jais.net.ua/index.php/files/article/view/260 |
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| Назва журналу: | Problems of Control and Informatics |
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Problems of Control and Informatics| Zusammenfassung: | On the basis of multidimensional-matrix approach the algorithm, realizing alternating least square method for PARAFAC model is designed. The theorems about decomposition of the three-linear and multi-linear PARAFAC models are proved. The results of testing the algorithm and the conclusions about PARAFAC models and PARAFAC algorithm applications are presented. |
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