... hypotheses that are consistent with the data and achieve this in a value-free manner. Much of classical biochemis-try and signalling pathway analysis has concentrated on the analyses of changes in the ... visualiz-ing, and integrating molecular pathway data. J BiomedInform 37, 43–53.306 Hoffmann R, Krallinger M, Andres E, Tamames J,Blaschke C & Valencia A (2005) Text mining for meta-bolic pathways, ... is a human being in the loop, and the number of experiments that can be evaluated is corre-spondingly small.As indicated above, active learning methods areattractive, and, in a manner related...