To explain the self-similarity in the magnetoconductance of a quantum dot, we define the transport trajectory and its degeneracy. As magnetic fields are applied, the transport trajectories may get closer and become a transient family, which contributes more to the magnetoconductance and gives rise to a peak. This effect causes self-similar like structures in the fluctuations of the magnetoconductance.