Before revision:  Two main aspects are involved in this task : A suitable distance measure to evaluate the similarities between time series, and a learning method to make predictions based on these distances.
After revision:  Two main aspects are involved in this task . A suitable distance measure to evaluate the similarities between time series, and a learning method to make predictions based on these distances.