Effective k-Means Clustering in Greedy Prepruned Tree-based Classification for Obstructive Sleep Apnea

• Main Authors: Sim, Doreen Ying Ying, Ahmad I., Ismail, Chee Siong, Teh
• Format: Article
• Language: English
• Published: International Journal of Electrical and Electronic Engineering & Telecommunications 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://ir.unimas.my/id/eprint/38887/2/Effective%20k-Means%20-%20Copy.pdf; http://ir.unimas.my/id/eprint/38887/; http://www.ijeetc.com/index.php?m=content&c=index&a=show&catid=223&id=1627

Incorporation of prepruned decision trees to kmeans clustering through one to three types of tree-depth controllers and cluster partitioning was done to develop a combined algorithm named as Greedy Pre-pruned Treebased Clustering (GPrTC) algorithm. Pre-pruned clustered decision trees are applied in...