K-GBS3FCM dynamically sizes each labeled point's unlabeled neighborhood and simplifies the safety-degree formula, reporting wins in 36 of 56 accuracy comparisons.
An iterative algorithm for entropy regularized likelihood learning on gaussian mixture with automatic model selection,
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K-GBS3FCM -- KNN Graph-Based Safe Semi-Supervised Fuzzy C-Means
K-GBS3FCM dynamically sizes each labeled point's unlabeled neighborhood and simplifies the safety-degree formula, reporting wins in 36 of 56 accuracy comparisons.