An Integrated SOM-Fuzzy ARTMAP Neural System for the Evaluation of Toxicity
نویسندگان
چکیده
منابع مشابه
An Integrated SOM-Fuzzy ARTMAP Neural System for the Evaluation of Toxicity
Self-organized maps (SOM) have been applied to analyze the similarities of chemical compounds and to select from a given pool of descriptors the smallest and more relevant subset needed to build robust QSAR models based on fuzzy ARTMAP. First, the category maps for each molecular descriptor and for the target activity variable were created with SOM and then classified on the basis of topology a...
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ژورنال
عنوان ژورنال: Journal of Chemical Information and Computer Sciences
سال: 2002
ISSN: 0095-2338
DOI: 10.1021/ci010329j