CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA
The article presents issues concerning construction, adjustment and implementation of mass spectrometry mathematical model based on Gaussians and Mixture Models and the mean spectrum. This task is essential to the analysis and it needs specification of many parameters of the model.
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| Format: | Article |
| Language: | English |
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Lublin University of Technology
2013-02-01
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| Series: | Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska |
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| Online Access: | https://ph.pollub.pl/index.php/iapgos/article/view/1430 |
| _version_ | 1818146134828253184 |
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| author | Małgorzata Plechawska-Wójcik |
| author_facet | Małgorzata Plechawska-Wójcik |
| author_sort | Małgorzata Plechawska-Wójcik |
| collection | DOAJ |
| description | The article presents issues concerning construction, adjustment and implementation of mass spectrometry mathematical model based on Gaussians and Mixture Models and the mean spectrum. This task is essential to the analysis and it needs specification of many parameters of the model. |
| first_indexed | 2024-12-11T12:14:32Z |
| format | Article |
| id | doaj.art-ddad6750261a47dbb8dc3fea20cf3038 |
| institution | Directory Open Access Journal |
| issn | 2083-0157 2391-6761 |
| language | English |
| last_indexed | 2024-12-11T12:14:32Z |
| publishDate | 2013-02-01 |
| publisher | Lublin University of Technology |
| record_format | Article |
| series | Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska |
| spelling | doaj.art-ddad6750261a47dbb8dc3fea20cf30382022-12-22T01:07:42ZengLublin University of TechnologyInformatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska2083-01572391-67612013-02-013110.35784/iapgos.1430CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATAMałgorzata Plechawska-Wójcik0Lublin University of Technology, Faculty of Electrical Engineering, Institute of Computer Science, LublinThe article presents issues concerning construction, adjustment and implementation of mass spectrometry mathematical model based on Gaussians and Mixture Models and the mean spectrum. This task is essential to the analysis and it needs specification of many parameters of the model.https://ph.pollub.pl/index.php/iapgos/article/view/1430Maldi-Tof mass spectrometryGaussiansGaussian Mixture ModelsSVM-RFE classification |
| spellingShingle | Małgorzata Plechawska-Wójcik CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Maldi-Tof mass spectrometry Gaussians Gaussian Mixture Models SVM-RFE classification |
| title | CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA |
| title_full | CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA |
| title_fullStr | CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA |
| title_full_unstemmed | CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA |
| title_short | CONSTRUCTION AND VERIFICATION OF MATHEMATICAL MODEL OF MASS SPECTROMETRY DATA |
| title_sort | construction and verification of mathematical model of mass spectrometry data |
| topic | Maldi-Tof mass spectrometry Gaussians Gaussian Mixture Models SVM-RFE classification |
| url | https://ph.pollub.pl/index.php/iapgos/article/view/1430 |
| work_keys_str_mv | AT małgorzataplechawskawojcik constructionandverificationofmathematicalmodelofmassspectrometrydata |