Feature adaptive and cyclic dynamic learning based on infinite term memory extreme learning machine

• Main Authors: Al-Khaleefa, Ahmed Salih, Ahmad, Mohd. Riduan, Md. Isa, Azmi Awang, Mohd. Esa, Mona Riza, Al-Saffar, Ahmed, Hassan, Mustafa Hamid
• Format: Article
• Language: English
• Published: MDPI AG 2019
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/89129/1/MonaRizaMohd2019_FeatureAdaptiveandCyclicDynamicLearning.pdf; http://eprints.utm.my/id/eprint/89129/; http://dx.doi.org/10.3390/app9050895
• Institution: Universiti Teknologi Malaysia

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...