Ensembles of Gradient Boosting Recurrent Neural Network for Time Series Data Prediction

Ensembles of Gradient Boosting Recurrent Neural Network for Time Series Data Prediction

Ensemble deep learning can combine strengths of neural network and ensemble learning, which gradually becomes a new emerging research direction. However, the existing methods either lack theoretical support or demand large integrated models. In this paper, Ensembles of Gradient Boosting Recurrent Ne...

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Bibliographic Details
Main Authors: Shiqing Sang, Fangfang Qu, Pengcheng Nie
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Gradient boosting
LSTM
GRU
MGU
ensemble learning
time series data prediction
Online Access:https://ieeexplore.ieee.org/document/9438681/
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https://ieeexplore.ieee.org/document/9438681/

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