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Potential support vector machines for phytoplankton fluorescence spectra classification: comparison with self-organizing maps.
| dc.contributor.author | Aymerich, Ismael F. |
| dc.contributor.author | Piera Fernández, Jaume |
| dc.contributor.author | Mohr, Johannes |
| dc.contributor.author | Soria-Frisch, Aureli |
| dc.contributor.author | Obermayer, Klaus |
| dc.date.accessioned | 2010-04-26T09:56:59Z |
| dc.date.available | 2010-04-26T09:56:59Z |
| dc.date.issued | 2010-04-26 |
| dc.identifier.citation | Aymerich, Ismael F. [et al.]. Potential support vector machines for phytoplankton fluorescence spectra classification: comparison with self-organizing maps.. "Instrumentation Viewpoint", 26 Abril 2010, núm. 8, p. 81. |
| dc.identifier.issn | 1886-4864 |
| dc.identifier.uri | http://hdl.handle.net/2099/8926 |
| dc.description.abstract | Evaluation of phytoplankton communities is an important task to characterize marine environments. Fluorescence spectroscopy is a powerful technique usually used for this goal. This study presents a comparison between two different techniques for fast phytoplankton discrimination: Self-Organizing Maps (SOM) and Potential Support Vector Machines (P-SVM), evaluating its capability to achieve phytoplankton classification from its fluorescence spectra. |
| dc.format.extent | 1 |
| dc.language.iso | eng |
| dc.publisher | SARTI (Technological Development Centre of Remote Acquisition and Data processing Systems) |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria electrònica |
| dc.subject.other | Ocean bio-optics |
| dc.subject.other | Derivative spectroscopy |
| dc.subject.other | Cluster analysis |
| dc.title | Potential support vector machines for phytoplankton fluorescence spectra classification: comparison with self-organizing maps. |
| dc.type | Article |
| dc.description.peerreviewed | Peer Reviewed |
| dc.rights.access | Open Access |
| local.citation.author | Aymerich, Ismael F.; Piera Fernández, Jaume; Mohr, Johannes; Soria-Frisch, Aureli; Obermayer, Klaus |
| local.citation.publicationName | Instrumentation Viewpoint |
| local.citation.number | 8 |
| local.citation.startingPage | 81 |
| local.citation.endingPage | 81 |
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2009, núm. 8 [93]