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Combining IWC and PSO to Enhance Data Clustering
(الجامعة الإسلامية - غزة, 2017)
In this paper we propose a clustering method based on combination of the Particle Swarm Optimization (PSO) and the inverse weighted clustering algorithm IWC, It is shown how PSO can be used to find the centroids of a user ...
Efficient data clustering algorithms: Improvements over Kmeans
(Modern Education and Computer Science Press, 2013)
This paper presents a new approach to overcome one of the most known disadvantages of the well-known Kmeans clustering algorithm. The problems of classical Kmeans are such as the problem of random initialization of prototypes ...