Hyper-heuristic framework for sequential semi-supervised classification based on core clustering

• Main Authors: Adnan, Ahmed, Muhammed, Abdullah, Abd Ghani, Abdul Azim, Abdullah, Azizol, Huyop @ Ayop, Fahrul Hakim
• Format: Article
• Language: English
• Published: Multidisciplinary Digital Publishing Institute 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/89236/1/HYPER.pdf; http://psasir.upm.edu.my/id/eprint/89236/; https://www.mdpi.com/2073-8994/12/8/1292

Existing stream data learning models with limited labeling have many limitations, most importantly, algorithms that suffer from a limited capability to adapt to the evolving nature of data, which is called concept drift. Hence, the algorithm must overcome the problem of dynamic update in the interna...