Nawaf H. M. M. Shrifan

An adaptive outlier removal aided k-means clustering algorithm

2021 · Journal of King Saud University - Computer and Information Sciences

K-means is one of ten popular clustering algorithms. However, k-means performs poorly due to the presence of outliers in real datasets. Besides, a different distance metric makes a variation in data clustering accuracy. Improve the …