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Showing 1 to 1 of 1 for “"Randomized Initialization"”.

  1. An Arithmetic-Based Deterministic Centroid Initialization Method for the k-Means Clustering Algorithm

    … for initializing these centroids, and poor initialization can lead to increased numbers of required clustering iterations to reach convergence, and a greater overall runtime. This research proposes a simple, arithmetic-based deterministic centroid initialization method which is much faster …

    columbus-state Repository record for An Arithmetic-Based Deterministic Centroid Initialization Method for the k-Means Clustering Algorithm (opens in a new tab)