Søgeresultater - Basad Al-Sarray
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Improving Modularity Regularization Techniques for Estimating Structures in Complex Network
Udgivet 2025-07-01Få fuldtekstComplex systems in the real world have networks differ significantly from random graphs and have non-trivial structures. In fact, they have a community structure that needs to be recognized and recovered. The stochastic block models (SBMs) are popular models for community detection in networks, whe...
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Regularized K-Means Clustering via Fully Corrective Frank-Wolfe Optimization
Udgivet 2025-08-01Få fuldtekstClustering high-dimensional data remains challenging because traditional k-means is sensitive to noise, outliers, and high dimensionality, often leading to unstable performance. The research presents a robust clustering system which combines the Fully Corrective Frank-Wolfe (FCFW) algorithm with k-...
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