Before revision:  To this end, we present a prediction model using LSTMs on subgroups of similar time series, which are identified by time series clustering techniques.
After revision:  To this end, we present a prediction model that can be used with different types of RNN models on subgroups of similar time series, which are identified by time series clustering techniques.