Application of the Rough Set Theory in Structure Activity Relationships of Antielectrostatic Imidazolium Compounds

J. Krysiński, A. Skrzypczak, G. Demski, B. Predki
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引用次数: 6

Abstract

The relationships between the chemical structure and the antielectrostatic effect of 180 imidazolium chlorides were analysed using the method of rough sets. The antielectrostatic activity was determined by measurements of the surface resistance. Using the rough sets approach the smallest set of condition attributes significant for high quality of classification has been found. The resulting decision rules describe relations between the structure and the antielectrostatic properties of imidazolium chlorides in terms of significant condition attributes. This may be helpful in predicting the structures of the new antielectrostatic compounds to be synthesized.
粗糙集理论在抗静电咪唑类化合物结构活性关系中的应用
用粗糙集法分析了180种咪唑氯化物的化学结构与抗静电效果之间的关系。通过测量表面电阻来确定抗静电活性。使用粗糙集方法找到了对高质量分类有意义的最小条件属性集。所得决策规则描述了咪唑氯化物的结构与抗静电性能之间的关系。这可能有助于预测新合成的抗静电化合物的结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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