BSAformer: bidirectional sequence splitting aggregation attention mechanism for long term series forecasting

Qingbo Zhu; Jialin Han; Sheng Yang; Zhiqiang Xie; Bo Tian; Hsien-Ming Wan; Kai Chai

doi:10.1007/s40747-025-01794-z

ScienceGate Book Chapters

JOURNAL ARTICLE

BSAformer: bidirectional sequence splitting aggregation attention mechanism for long term series forecasting

Qingbo Zhu Jialin Han Sheng Yang Zhiqiang Xie Bo Tian Hsien-Ming Wan Kai Chai

Year: 2025 Journal: Complex & Intelligent Systems Vol: 11 (4) Publisher: Springer Science+Business Media

DOI: 10.1007/s40747-025-01794-z

Get Full-Text PDF Get Analytical Report

Keywords:

Term (time) Series (stratigraphy) Computational intelligence Sequence (biology) Mechanism (biology) Computer science Artificial intelligence Physics Geology Biology Genetics

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.04

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Data Stream Mining Techniques

Physical Sciences → Computer Science → Artificial Intelligence

BSAformer: bidirectional sequence splitting aggregation attention mechanism for long term series forecasting

Metrics

Topics

Related Documents

Bidformer: A Transformer-Based Model via Bidirectional Sparse Self-Attention Mechanism for Long Sequence Time-Series Forecasting

AB-LSTM: Attention Bidirectional Long Short-Term Memory for Multivariate Time-Series Forecasting

Forecasting carbon price with attention mechanism and bidirectional long short-term memory network

Long Sequence Time-Series Forecasting via Gated Convolution and Temporal Attention Mechanism

Temporal Chain Network With Intuitive Attention Mechanism for Long-Term Series Forecasting