Bd. Hudson et al., PARAMETER BASED METHODS FOR COMPOUND SELECTION FROM CHEMICAL DATABASES, Quantitative structure-activity relationships, 15(4), 1996, pp. 285-289
Two algorithms for the selection of subsets of compounds from chemical
databases are presented and discussed. The first is designed to selec
t representative subsets whilst the second is intended to select compo
unds which cover the available property space. Both make use of calcul
ated physicochemical parameters in contrast to more common methods bas
ed on molecular fingerprints. This is an approach to molecular similar
ity which has proved successful in the past. The methods are illustrat
ed with examples and discussed.