Their idea is that -due to environmental circumstances-time-series often have heterogeneous lengths and their measurements are taken with different time-intervals in between.
common approaches, where univariate time-series are represented by a point in a high-dimensional space, each dimension corresponding to one instant of time, become hard or even impossible to apply.