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Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression
BACKGROUND: Support vector regression (SVR) and Gaussian process regression (GPR) were used for the analysis of electroanalytical experimental data to estimate diffusion coefficients. RESULTS: For simulated cyclic voltammograms based on the EC, E(qr), and E(qr)C mechanisms these regression algorithm...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2014
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074154/ https://www.ncbi.nlm.nih.gov/pubmed/24987463 http://dx.doi.org/10.1186/1758-2946-6-30 |