Temporal Pattern Attention for Multivariate Time Series Forecasting

Machine Learning, pp. 1421-1441, 2019.

Cited by: 20|Bibtex|Views13|Links
EI
Keywords:
Multivariate time series Attention mechanism Recurrent neural network Convolutional neural network Polyphonic music generation

Abstract:

Forecasting of multivariate time series data, for instance the prediction of electricity consumption, solar power production, and polyphonic piano pieces, has numerous valuable applications. However, complex and non-linear interdependencies between time steps and series complicate this task. To obtain accurate prediction, it is crucial to...More

Code:

Data:

Your rating :
0

 

Tags
Comments