Geodesic
Estimation of the computational cost and analysis of application of fuzzy descriptors in QSAR problems
Vestnik Moskovskogo universiteta. Matematika, mehanika, no. 3 (2010), pp. 46-48 
D. A. Devetyarov. Estimation of the computational cost and analysis of application of fuzzy descriptors in QSAR problems. Vestnik Moskovskogo universiteta. Matematika, mehanika, no. 3 (2010), pp. 46-48. http://geodesic.mathdoc.fr/item/VMUMM_2010_3_a10/
@article{VMUMM_2010_3_a10,
     author = {D. A. Devetyarov},
     title = {Estimation of the computational cost and analysis of application of fuzzy descriptors in {QSAR} problems},
     journal = {Vestnik Moskovskogo universiteta. Matematika, mehanika},
     pages = {46--48},
     year = {2010},
     number = {3},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VMUMM_2010_3_a10/}
}
TY  - JOUR
AU  - D. A. Devetyarov
TI  - Estimation of the computational cost and analysis of application of fuzzy descriptors in QSAR problems
JO  - Vestnik Moskovskogo universiteta. Matematika, mehanika
PY  - 2010
SP  - 46
EP  - 48
IS  - 3
UR  - http://geodesic.mathdoc.fr/item/VMUMM_2010_3_a10/
LA  - ru
ID  - VMUMM_2010_3_a10
ER  - 
%0 Journal Article
%A D. A. Devetyarov
%T Estimation of the computational cost and analysis of application of fuzzy descriptors in QSAR problems
%J Vestnik Moskovskogo universiteta. Matematika, mehanika
%D 2010
%P 46-48
%N 3
%U http://geodesic.mathdoc.fr/item/VMUMM_2010_3_a10/
%G ru
%F VMUMM_2010_3_a10

Voir la notice de l'article provenant de la source Math-Net.Ru

This paper demonstrates the analysis of the application of fuzzy descriptors – a new data description model in the quantitative structure-activity relationship problem. The computational complexity estimation demonstrates that the use of fuzzy descriptors increases the number of operations, however the evolutionary method allows us to decrease significantly the computational complexity of the algorithm. The results of fuzzy description application to prediction of the general toxicity class of chemical compounds demonstrate that the new model is useful.