Abstract: The existence of missing values increases the difficulty of data mining. In this paper, we design an auto-associative long short-term memory network (AALSTM) for handling time series, and ...

Much more difficult is learning to connect different types of stimuli or events, and predicting that one is linked to another. Such associative learning was most famously demonstrated when Ivan Pavlov ...