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:

    scopusscopus

    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