Scalable teacher forcing network for semi-supervised large scale data streams

• Main Authors: Pratama, Mahardhika, Za'in, Choiru, Lughofer, Edwin, Pardede, Eric, Rahayu, Dwi A. P.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Evolving Fuzzy Systems; Concept Drifts
• Online Access: https://hdl.handle.net/10356/159514
• Institution: Nanyang Technological University

The large-scale data stream problem refers to high-speed information flow which cannot be processed in scalable manner under a traditional computing platform. This problem also imposes expensive labelling cost making the deployment of fully supervised algorithms unfeasible. On the other hand, the pr...