- Tytuł:
- Modified neuro-fuzzy TSK network and its application in electronic nose
- Autorzy:
-
Osowski, S.
Brudzewski, K.
Tran-Hoai, L. - Powiązania:
- https://bibliotekanauki.pl/articles/201226.pdf
- Data publikacji:
- 2013
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
neuro-fuzzy TSK networks
fuzzy clusterization
regression
classification - Opis:
- The paper develops the modified structure of the Takagi-Sugeno-Kang neuro-fuzzy network with a theoretical basis for its adaptation. The simplified structure follows from the basic theoretical considerations concerning the way of creating the inference rules. The important point of this solution is the application of the fuzzy clustering algorithm to the input data. The efficiency of the proposed solution has been checked on the examples of regression and classification problems concerning the electronic nose.
- Źródło:
-
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2013, 61, 3; 675-680
0239-7528 - Pojawia się w:
- Bulletin of the Polish Academy of Sciences. Technical Sciences
- Dostawca treści:
- Biblioteka Nauki
Artykuł