MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202541028377 A) filed by Infosys Limited on March 26, 2025, for Data Clustering Using Density-Based Silhouette Scores.
Inventor includes Janani Varun.
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: A clustering technique using density-based silhouette scores is provided. Based on a cluster count, a clustering operation is executed on data points to generate various clusters. For each data point, a density score, indicating the number of data points within a predefined range from the corresponding data point in the same cluster, is determined. Based on the density score, weighted distances are determined for each data point. Based on the density score and the weighted distances, a silhouette score is generated for each data point. A cluster silhouette score is computed for each cluster as an average of silhouette scores of all data points within the cluster. If any cluster silhouette score is less than a threshold score, the cluster count is updated based on the cluster silhouette scores, and the process is repeated until all cluster silhouette scores are equal to or greater than the threshold score. [FIG. 2]
Disclaimer: Curated by HT Syndication.
