Atom-based non-stochastic and stochastic bilinear indices:: Application to QSPR/QSAR studies of organic compounds

Castillo-Garit, Juan A.; Martinez-Santiago, Oscar; Marrero-Ponce, Yovani; Casanola-Martin, Gerardo M.; Torrens, Francisco

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