Simultaneous grouping and ranking with combination of SOM and TOPSIS for selection of preferable analytical procedure for furan determination in food - Publikacja - MOST Wiedzy

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Simultaneous grouping and ranking with combination of SOM and TOPSIS for selection of preferable analytical procedure for furan determination in food

Abstrakt

Novel methodology for grouping and ranking with application of self-organizing maps and multicriteria decision analysis is presented. The dataset consists of 22 objects that are analytical procedures applied to furan determination in food samples. They are described by 10 variables, referred to their analytical performance, environmental and economic aspects. Multivariate statistics analysis allows to limit the amount of input data for ranking analysis. Assessment results show that the most beneficial procedures are based on microextraction techniques with GC-MS final determination. It is presented how the information obtained from both tools complement each other. The applicability of combination of grouping and ranking is also discussed.

Cytowania

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Renata Marcinkowska, Stefan Tsakovski, Aurore Lavanu, Jacek Namieśnik, Marek Tobiszewski. (2018). Simultaneous grouping and ranking with combination of SOM and TOPSIS for selection of preferable analytical procedure for furan determination in food, 178, 928-933. https://doi.org/10.1016/j.talanta.2017.10.044

Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
artykuł w czasopiśmie wyróżnionym w JCR
Opublikowano w:
TALANTA nr 178, strony 928 - 933,
ISSN: 0039-9140
Język:
angielski
Rok wydania:
2018
Opis bibliograficzny:
Marcinkowska R., Tsakovski S., Lavanu A., Namieśnik J., Tobiszewski M.: Simultaneous grouping and ranking with combination of SOM and TOPSIS for selection of preferable analytical procedure for furan determination in food// TALANTA. -Vol. 178, (2018), s.928-933

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