JOURNAL ARTICLE

A Bi-GRU-based encoder–decoder framework for multivariate time series forecasting

Hanen BaltiAli Ben AbbesImed Riadh Farah

Year: 2024 Journal:   Soft Computing Vol: 28 (9-10)Pages: 6775-6786   Publisher: Springer Science+Business Media
Keywords:
Univariate Autoregressive integrated moving average Mean squared error Multivariate statistics Context (archaeology) Computer science Encoder Autoregressive model Convolutional neural network Recurrent neural network Artificial intelligence Multivariate analysis Time series Artificial neural network Pattern recognition (psychology) Statistics Machine learning Mathematics Geography

Metrics

27
Cited By
15.49
FWCI (Field Weighted Citation Impact)
30
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Hydrology and Drought Analysis
Physical Sciences →  Environmental Science →  Global and Planetary Change
Hydrological Forecasting Using AI
Physical Sciences →  Environmental Science →  Environmental Engineering
Climate variability and models
Physical Sciences →  Environmental Science →  Global and Planetary Change

Related Documents

JOURNAL ARTICLE

A Novel Encoder-Decoder Model for Multivariate Time Series Forecasting

Huihui ZhangShicheng LiYu ChenJiangyan DaiYugen Yi

Journal:   Computational Intelligence and Neuroscience Year: 2022 Vol: 2022 Pages: 1-17
JOURNAL ARTICLE

Multivariate Segment Expandable Encoder-Decoder Model for Time Series Forecasting

Yanhong LiDavid C. Anastasiu

Journal:   IEEE Access Year: 2024 Vol: 12 Pages: 185012-185026
JOURNAL ARTICLE

Electrical Load Forecasting using a Novel BI-GRU Encoder Decoder Model

Ahmed GaberHesham AlyNoha GhatwaryAhmed K. Abdelsalam

Journal:   Journal of Advanced Research in Applied Sciences and Engineering Technology Year: 2024 Vol: 51 (1)Pages: 1-14
© 2026 ScienceGate Book Chapters — All rights reserved.