Atom-based non-stochastic and stochastic bilinear indices:: Application to QSPR/QSAR studies of organic compounds
Abstract
The recently introduced bilinear indices are applied to the QSAR/QSPR studies of heteroatomic molecules. These novel atom-based molecular fingerprints are used to predict the boiling point of 28 alkyl-alcohols and partition coefficient, specific rate constant and antibacterial activity of 34 2-furylethylenes derivatives. The obtained models are statistically significant and show rather very good stability in a cross-validation experiment. The comparison with other approaches exposes a good behavior of our method in this QSPR studies. The obtained results suggest that with the present method, it is possible to obtain a good estimation of physical, chemical and physicochemical properties for organic compounds. (C) 2008 Elsevier B. V. All rights reserved.
Más información
Título según WOS: | ID WOS:000259727400020 Not found in local WOS DB |
Título de la Revista: | CHEMICAL PHYSICS LETTERS |
Volumen: | 464 |
Número: | 1-3 |
Editorial: | Elsevier |
Fecha de publicación: | 2008 |
Página de inicio: | 107 |
Página final: | 112 |
DOI: |
10.1016/j.cplett.2008.08.094 |
Notas: | ISI |