A GMDH-type neural network with multi-filter feature selection for the prediction of transition temperatures of bent-core liquid crystals

作者:Antanasijevic Davor; Antanasijevic Jelena; Pocajt Viktor; Uscumlic Gordana
来源:RSC Advances, 2016, 6(102): 99676-99684.
DOI:10.1039/c6ra15056j

摘要

The QSPR study on transition temperatures of five-ring bent-core LCs was performed using GMDH-type neural networks. A novel multi-filter approach, which combines chi square ranking, v-WSH and GMDH algorithm was used for the selection of descriptors.

  • 出版日期2016