Triple-Stage Attention-Based Multiple Parallel Connection Hybrid Neural Network Model for Conditional Time Series Forecasting

Triple-Stage Attention-Based Multiple Parallel Connection Hybrid Neural Network Model for Conditional Time Series Forecasting

The attention-based SeriesNet (A-SeriesNet) combined augmented attention residual learning module-based convolutional neural network (augmented ARLM-CNN) subnetwork with hidden state attention module-based recurrent neural network (HSAM-RNN) subnetwork for conditional time series prediction with hig...

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Bibliographic Details
Main Authors: Yepeng Cheng, Yasuhiko Morimoto
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Encoder-decoder
hybrid neural networks
time series prediction
triple-stage attention
Online Access:https://ieeexplore.ieee.org/document/9355148/

Internet

https://ieeexplore.ieee.org/document/9355148/

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