International audienceTo characterize a dynamical system, a number of descriptors or invariants can be used. Here we proposed to review and generalize the analysis of recurrence by introducing the con-cept of similarity. In this study, we showed that it was possible to distinguish the fetal heart rate of healthy from suffering fe-tus using the similarities of a time series, while the analysis of recurrence does not allowed it