Patent awarded to a collaborator of CSoIPatent US 11,580,118 B2 was awarded on Feb 14, 2023 to professor Tomasz Imielinski from Rutgers University for Data exploration as search over automated pre-generated plot objects" with support from the Center for Science of Information.
The invention provides a unique approach to data pre-discovery not covered by any data and analytics products on the market today. The patented technology finds data that is 'interesting', a massive challenge when reviewing data over large sets. What is worth a deeper look? The new approach to divide data into slices and measure deviation from baseline will highlight the 'most interesting' data by merging an intuitive and simple interface anchored in a rigorous scientific approach. The invention can also be critical for explanatory AI to reverse engineer models built by deep learning methods.