Wang, Zhiyong ; Li, Xiaopeng ; So, Cheung ; Zoubir, Abdelhak M. (2023)
Method And Electronic Device for Recovering Data Using Adaptive Rank-one Matrix Completion.
Norm, Patent, Standard, Bibliographie
Kurzbeschreibung (Abstract)
A method for performing data recovering operation is provided. The method includes: identifying a plurality of first values and a plurality of first indexes of a plurality of first entries of an incomplete matrix in a received object data, and one or more second values and on or more second indexes of one or more second entries of the incomplete matrix; inputting the first values, the first indexes, a preset first parameter into an analysis model using Adaptive Rank-One Matrix Completion (AROMC) algorithm; and obtaining a recovered complete matrix corresponding to the incomplete matrix from the analysis model, so as to obtain optimized one or more second values of the second entries, where in the optimized one ore more second values are determinded as original values of the second entries, such that the incomplete matrix is recovered to the recovered complete matrix.
| Typ des Eintrags: | Norm, Patent, Standard |
|---|---|
| Erschienen: | 2023 |
| Autor(en): | Wang, Zhiyong ; Li, Xiaopeng ; So, Cheung ; Zoubir, Abdelhak M. |
| Art des Eintrags: | Bibliographie |
| Titel: | Method And Electronic Device for Recovering Data Using Adaptive Rank-one Matrix Completion |
| Sprache: | Englisch |
| Publikationsjahr: | 29 Juni 2023 |
| Patent-Nummer: | US-20230205644-A1 |
| Kurzbeschreibung (Abstract): | A method for performing data recovering operation is provided. The method includes: identifying a plurality of first values and a plurality of first indexes of a plurality of first entries of an incomplete matrix in a received object data, and one or more second values and on or more second indexes of one or more second entries of the incomplete matrix; inputting the first values, the first indexes, a preset first parameter into an analysis model using Adaptive Rank-One Matrix Completion (AROMC) algorithm; and obtaining a recovered complete matrix corresponding to the incomplete matrix from the analysis model, so as to obtain optimized one or more second values of the second entries, where in the optimized one ore more second values are determinded as original values of the second entries, such that the incomplete matrix is recovered to the recovered complete matrix. |
| Zusätzliche Informationen: | Application #: 17/560,201 ; CPC: G06F 11/1469, G06F 17/16, G06F 2201/805 |
| Fachbereich(e)/-gebiet(e): | 18 Fachbereich Elektrotechnik und Informationstechnik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Nachrichtentechnik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Nachrichtentechnik > Signalverarbeitung |
| Hinterlegungsdatum: | 26 Jul 2024 06:43 |
| Letzte Änderung: | 26 Jul 2024 06:43 |
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