Bias-Boosted ELM for Knowledge Transfer in Brain Emotional Learning for Time Series Forecasting

Bias-Boosted ELM for Knowledge Transfer in Brain Emotional Learning for Time Series Forecasting

This paper presents the Bias-Boosted Extreme Learning Machine guided Brain Emotional Learning (B2ELM-BEL) model, a significant advancement in chaotic time series prediction that effectively incorporates knowledge transfer learning. Integrating traditional Brain Emotional Learning (BEL) with the nove...

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Bibliographic Details
Main Authors: Suthasinee Iamsa-At, Punyaphol Horata, Khamron Sunat
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Chaotic time-series forecasting
brain emotional learning (BEL)
extreme learning machine (ELM)
transfer learning
bias-boosted prediction models
machine learning robustness
Online Access:https://ieeexplore.ieee.org/document/10452369/

Internet

https://ieeexplore.ieee.org/document/10452369/

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