Feature Adaptive and Cyclic Dynamic Learning Based on Infinite Term Memory Extreme Learning Machine

• Main Authors: Al-Khaleefa, Ahmed Salih, Mohd Riduan, Ahmad, Azmi Awang, Md Isa, Mona Riza, Mohd Esa, Al-Saffar, Ahmed Ali Mohammed, Hassan, Mustafa Hamid
• Format: Article
• Language: English
• Published: MDPI 2019
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/24447/1/Feature%20Adaptive%20and%20Cyclic%20Dynamic.pdf; http://umpir.ump.edu.my/id/eprint/24447/; https://doi.org/10.3390/app9050895; https://doi.org/10.3390/app9050895

Online learning is the capability of a machine-learning model to update knowledge without retraining the system when new, labeled data becomes available. Good online learning performance can be achieved through the ability to handle changing features and preserve existing knowledge for future use. T...