Intellectual Property India Publishes Patent Application for A Data-Centric Experimental Framework For Evaluating Distance-Based Dataset Reduction

MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641100172 A) filed by Karpagam College Of Engineering; Karpagam Academy Of Higher Education; R. Ram Prashath; and Jeffery Alwin R on August 19, 2026, for A Data-Centric Experimental Framework For Evaluating Distance-Based Dataset Reduction.

Inventors include R. Ram Prashath; and Jeffery Alwin R.

The application for the patent was published on August 28, 2026, under issue no. 35/2026.

Abstract: This research tackles the growing challenge of managing massive datasets in supervised machine learning without losing predictive accuracy. As data grows, redundant and near-duplicate samples often inflate computational costs and storage needs without actua...