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Multi-reservoir computing with ordered aggregation for time series analysis

delete2025-12-02
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PRE
AI
X
Xuesong Yang
张岩 (Yan Zhang)
B
Baoxiang Du *
DOI:10.1016/j.knosys.2025.115048delete
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Abstract

Abstract

En 中文
• Introduces Multi-Reservoir Computing with Ordered Aggregation. • Multi-reservoir architecture provides viable solution for time series forecasting. • Enhancing the adaptability of the model by adjusting the time horizon. • The model exhibits impressive predictive performance when applied to real-world data.

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.2W
Citations:
4.5W

Organization

S
school of electronics engineering
Scholars:
153
Papers: 75
Citations: 0
S
sichuan university
Scholars:
12.1W
Papers: 7.8W
Citations: 100
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