Registro completo de metadatos
| Campo DC | Valor | Lengua/Idioma |
|---|---|---|
| dc.creator | Sergioli, Giuseppe | - |
| dc.creator | Bosyk, Gustavo Martin | - |
| dc.creator | Santucci, Enrica | - |
| dc.creator | Giuntini, Roberto | - |
| dc.date | 2018-06-26T21:08:17Z | - |
| dc.date | 2018-06-26T21:08:17Z | - |
| dc.date | 2017-12 | - |
| dc.date | 2018-06-25T16:12:21Z | - |
| dc.date.accessioned | 2019-04-29T15:55:20Z | - |
| dc.date.available | 2019-04-29T15:55:20Z | - |
| dc.identifier | Sergioli, Giuseppe; Bosyk, Gustavo Martin; Santucci, Enrica; Giuntini, Roberto; A Quantum-inspired Version of the Classification Problem; Springer/Plenum Publishers; International Journal of Theoretical Physics; 56; 12; 12-2017; 3880-3888 | - |
| dc.identifier | 0020-7748 | - |
| dc.identifier | http://hdl.handle.net/11336/50169 | - |
| dc.identifier | CONICET Digital | - |
| dc.identifier | CONICET | - |
| dc.identifier.uri | http://rodna.bn.gov.ar:8080/jspui/handle/bnmm/305391 | - |
| dc.description | We address the problem of binary classification by using a quantum version of the Nearest Mean Classifier (NMC). Our proposal is indeed an advanced version of previous one (see Sergioli et al. 2017 that i) is able to be naturally generalized to arbitrary number of features and ii) exhibits better performances with respect to the classical NMC for several datasets. Further, we show that the quantum version of NMC is not invariant under rescaling. This allows us to introduce a free parameter, i.e. the rescaling factor, that could be useful to get a further improvement of the classification performance. | - |
| dc.description | Fil: Sergioli, Giuseppe. Università degli studi di Cagliari; Italia | - |
| dc.description | Fil: Bosyk, Gustavo Martin. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Física La Plata. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Instituto de Física La Plata; Argentina. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Física; Argentina | - |
| dc.description | Fil: Santucci, Enrica. Università degli studi di Cagliari; Italia | - |
| dc.description | Fil: Giuntini, Roberto. Università degli studi di Cagliari; Italia | - |
| dc.format | application/pdf | - |
| dc.format | application/pdf | - |
| dc.language | eng | - |
| dc.publisher | Springer/Plenum Publishers | - |
| dc.relation | info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1007/s10773-017-3371-1 | - |
| dc.relation | info:eu-repo/semantics/altIdentifier/url/https://link.springer.com/article/10.1007%2Fs10773-017-3371-1 | - |
| dc.rights | info:eu-repo/semantics/restrictedAccess | - |
| dc.rights | https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ | - |
| dc.source | reponame:CONICET Digital (CONICET) | - |
| dc.source | instname:Consejo Nacional de Investigaciones Científicas y Técnicas | - |
| dc.source | instacron:CONICET | - |
| dc.subject | DENSITY OPERATORS | - |
| dc.subject | NEAREST MEAN CLASSIFIER | - |
| dc.subject | RESCALING INVARIANCE | - |
| dc.subject | Astronomía | - |
| dc.subject | Ciencias Físicas | - |
| dc.subject | CIENCIAS NATURALES Y EXACTAS | - |
| dc.title | A Quantum-inspired Version of the Classification Problem | - |
| dc.type | info:eu-repo/semantics/article | - |
| dc.type | info:eu-repo/semantics/publishedVersion | - |
| dc.type | info:ar-repo/semantics/articulo | - |
| Aparece en las colecciones: | CONICET | |
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