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k-means Performance Improvements with Centroid Calculation Heuristics both for Serial and Parallel environments
k-means is the most widely used clustering algorithm due to its fairly straightforward implementations in various problems. Meanwhile, when the number of clusters increase, the number of iterations also tend to slightly ...
Generic Menu Optimization for Multi-profile Customer Systems
The use of optimal ATM menu structuring for different customer profiles is essential because of usability, efficiency, and customer satisfaction. Especially in competitive industries such as banking, having optimal user ...