High resolution mass spectrometry predictions software cannot always reliably predict the elemental

composition of (larger) molecules while structural information obtained by MS remains limited. The

development of the predictive algorithm is purely based on retentive data and molecular descriptors,

which allow confirmation and/or invalidation of the possible structural formulas through the

implementation of the optimized predictive retention index model. These techniques are developed

and introduced in the framework of this PhD.