A Correlation-Based Fuzzy Cluster Validity Index with Secondary Options Detector

The author introduces a correlation-based fuzzy cluster validity index, the WP index, to accurately detect the optimal number of clusters and provide secondary options. The approach is based on the correlation between actual distances and adjusted centroids.