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 pbkp_redict 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. © 2008 Elsevier B.V. All rights reserved.
Año de publicación:
2008
Keywords:
Fuente:
Tipo de documento:
Article
Estado:
Acceso restringido
Áreas de conocimiento:
- Relación cuantitativa estructura-actividad
Áreas temáticas:
- Técnicas, equipos y materiales
- Química orgánica
- Farmacología y terapéutica