| Title |
Biojutiklių atsako į mišinius statistinė analizė ir prognozavimas / |
| Translation of Title |
Biosensor response to multi-component mixtures statistical analysis and forecasting. |
| Authors |
Baronas, Romas ; Buda, Sigitas ; Ivanauskas, Feliksas ; Vaitkus, Pranas |
| DOI |
10.15388/LMR.2006.30739 |
| Full Text |
|
| Is Part of |
Lietuvos matematikos rinkinys. 2006, t. 46, spec. Nr, p. 338-344.. ISSN 0132-2818 |
| Keywords [eng] |
biosensors ; modelling ; neural networks |
| Abstract [eng] |
This paper deals with an analysis of the electrochemical biosensors and their response to multi-component mixtures. The main task is to build a mathematical model for estimation the concentration of each mixture component from the biosensor response data. Two different types of biosensors: amperometric and potenciometric are analysed. Due to high dimensionality of biosensor output data the principal component analysis is applied. Additional multivariate analysis of variance is used to analyze the response sensitivity of each biosensor type. Finally a concentration estimation model based on ensemble of neural networks is presented. |
| Type |
Journal article |
| Language |
Lithuanian |
| Publication date |
2006 |
| CC license |
|
