ied minimum frequency. For this approach several algorithms have been proposed recently, with many of them based on methods developed for association rule mining. In particular, the Apriori algorithm =-=[1]-=- and the Eclat algorithm [21] are taken as starting points. The general ideas of these algorithms can be transferred to molecular substructure mining, even though the fact that the input consists of g