Distraction descriptor for brainprint authentication modelling using probability-based Incremental Fuzzy-Rough Nearest Neighbour

• Main Authors: Liew, Siaw Hong, Choo, Yun Huoy, Low, Yin Fen, Fadilla 'Atyka, Nor Rashid
• Format: Article
• Language: English
• Published: Springer Nature 2023
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://ir.unimas.my/id/eprint/42566/3/Distraction.pdf; http://ir.unimas.my/id/eprint/42566/; https://braininformatics.springeropen.com/articles/10.1186/s40708-023-00200-z; https://doi.org/10.1186/s40708-023-00200-z
• Institution: Universiti Malaysia Sarawak

This paper aims to design distraction descriptor, elicited through the object variation, to refine the granular knowledge incrementally, using the proposed probability-based incremental update strategy in Incremental Fuzzy-Rough Nearest Neighbour (IncFRNN) technique. Most of the brainprint authentic...