84 citations · 171 across the 10 of their papers we have counts for
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cs.DC2023★ 9 cited
High-Performance Hybrid Algorithm for Minimum Sum-of-Squares Clustering of Infinitely Tall Data
Ravil Mussabayev, Rustam Mussabayev
This paper introduces a novel formulation of the clustering problem, namely the Minimum Sum-of-Squares Clustering of Infinitely Tall Data (MSSC-ITD), and presents HPClust, an innov…
cs.LG2023★ 1 cited
Comparative Analysis of Optimization Strategies for K-means Clustering in Big Data Contexts: A Review
Ravil Mussabayev, Rustam Mussabayev
This paper presents a comparative analysis of different optimization techniques for the K-means algorithm in the context of big data. K-means is a widely used clustering algorithm,…