Eric U. Oti
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View article: Overview of Agglomerative Hierarchical Clustering Methods
Overview of Agglomerative Hierarchical Clustering Methods Open
Agglomerative hierarchical clustering methods are the most popular type of hierarchical clustering used to group objects in clusters based on their similarity. The methods uses a bottom-up approach and it starts clustering by treating the …
View article: Power Hamza Distribution with Application to Lifetime Data
Power Hamza Distribution with Application to Lifetime Data Open
In this paper, a three-parameter lifetime distribution named power Hamza distribution (PH) is proposed. The PH distribution is a useful generalization of the Hamza distribution which accommodates heavy-tailed, upside-down bathtub and J-sha…
View article: Comprehensive Review of K-Means Clustering Algorithms
Comprehensive Review of K-Means Clustering Algorithms Open
This paper presents a comprehensive review of existing techniques of k-means clustering algorithms made at various times. The kmeans algorithm is aimed at partitioning objects or points to be analyzed into well-separated clusters. There ar…