GBKM: a new genetic based k-means clustering algorithm

M Mardi, MR Keyvanpour - 2021 7th international conference …, 2021 - ieeexplore.ieee.org
Clustering is an unsupervised classification method that focused on grouping data into
clusters. The objects in each cluster are very similar but different from the objects in the other …

Improved Genetic Algorithm Based k-means Cluster for Optimized Clustering

FM Ilyas, ST Senthil - International Conference on Advancements in Smart …, 2023 - Springer
Abstract The Human Freedom Index (HFI) is an annual evaluation that measures a variety of
factors, such as the rule of law, security, religion, expression, and regulation, to determine …

K-Means Tree for Fast Furthest Neighbor Approximation

AS Tarawneh, AB Hassanat, I Elkhadiri… - 2020 16th …, 2020 - ieeexplore.ieee.org
Searching for the furthest neighbor in a given dataset is a linear time complexity problem.
This complexity rises to be quadratic when we need to find the furthest neighbor for each …