Prototype regularized manifold regularization technique for semi-supervised online extreme learning machine

• Main Authors: Muhammad Zaly Shah, Muhammad Zafran, Zainal, Anazida, Abdoh Ghaleb, Fuad Abdulgaleel, Al-Qarafi, Abdulrahman, Saeed, Faisal
• 格式: Article
• 语言: English
• 出版: MDPI 2022
• 主题: QA75 Electronic computers. Computer science
• 在线阅读: http://eprints.utm.my/104019/1/AnazidaZainal2022_PrototypeRegularizedManifoldRegularization.pdf; http://eprints.utm.my/104019/; http://dx.doi.org/10.3390/s22093113

Data streaming applications such as the Internet of Things (IoT) require processing or predicting from sequential data from various sensors. However, most of the data are unlabeled, making applying fully supervised learning algorithms impossible. The online manifold regularization approach allows se...