Nonlinear models for recognition of concentration of mixture
In this paper extreme learning machine and support vector regression are used for biosensors response to mixtures of compounds classification. The results are compared with the results obtained using artificial neural networks and others.
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Vilnius University Press
2021-06-01
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| Series: | Lietuvos Matematikos Rinkinys |
| Subjects: | |
| Online Access: | https://www.journals.vu.lt/LMR/article/view/24241 |
| _version_ | 1811285174127689728 |
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| author | Feliksas Ivanauskas Robertas Paulauskas Pranas Vaitkus |
| author_facet | Feliksas Ivanauskas Robertas Paulauskas Pranas Vaitkus |
| author_sort | Feliksas Ivanauskas |
| collection | DOAJ |
| description | In this paper extreme learning machine and support vector regression are used for biosensors response to mixtures of compounds classification. The results are compared with the results obtained using artificial neural networks and others. |
| first_indexed | 2024-04-13T02:40:27Z |
| format | Article |
| id | doaj.art-72c2db5de39e4d5693f33cf9354c1a74 |
| institution | Directory Open Access Journal |
| issn | 0132-2818 2335-898X |
| language | English |
| last_indexed | 2024-04-13T02:40:27Z |
| publishDate | 2021-06-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj.art-72c2db5de39e4d5693f33cf9354c1a742022-12-22T03:06:14ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2021-06-0147spec.10.15388/LMR.2007.24241Nonlinear models for recognition of concentration of mixtureFeliksas Ivanauskas0Robertas Paulauskas1Pranas Vaitkus 2Vilnius University, Institute of Mathematics and Informatics Vilnius UniversityVilnius UniversityIn this paper extreme learning machine and support vector regression are used for biosensors response to mixtures of compounds classification. The results are compared with the results obtained using artificial neural networks and others.https://www.journals.vu.lt/LMR/article/view/24241extreme learning machinesupport vector regression |
| spellingShingle | Feliksas Ivanauskas Robertas Paulauskas Pranas Vaitkus Nonlinear models for recognition of concentration of mixture Lietuvos Matematikos Rinkinys extreme learning machine support vector regression |
| title | Nonlinear models for recognition of concentration of mixture |
| title_full | Nonlinear models for recognition of concentration of mixture |
| title_fullStr | Nonlinear models for recognition of concentration of mixture |
| title_full_unstemmed | Nonlinear models for recognition of concentration of mixture |
| title_short | Nonlinear models for recognition of concentration of mixture |
| title_sort | nonlinear models for recognition of concentration of mixture |
| topic | extreme learning machine support vector regression |
| url | https://www.journals.vu.lt/LMR/article/view/24241 |
| work_keys_str_mv | AT feliksasivanauskas nonlinearmodelsforrecognitionofconcentrationofmixture AT robertaspaulauskas nonlinearmodelsforrecognitionofconcentrationofmixture AT pranasvaitkus nonlinearmodelsforrecognitionofconcentrationofmixture |