The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 30, 2026
Filed:
Sep. 21, 2023
Jpmorgan Chase Bank, N.a., New York, NY (US);
Emanuele Albini, London, GB;
Sanjay Kariyappa, Mountain View, CA (US);
Leonidas Tsepenekas, College Park, MD (US);
Mikhail Solonin, London, GB;
Freddy Lecue, Mamaroneck, NY (US);
Daniele Magazzeni, London, GB;
JPMORGAN CHASE BANK, N.A., New York, NY (US);
Abstract
A method and system for generating cluster level explanations for an input data having limited or special values are disclosed. The method includes obtaining an input data set and a clustering stopping criteria, the input data set including multiple features, and each of the features having multiple feature values; performing features decomposition on the input data; performing correlation analysis based on the features decomposition and a correlation threshold value; grouping the features having different feature values into multiple clusters; training a model based on the obtained input data; obtaining a target input data to be tested and a number of cores; grouping the number of cores into multiple clusters; and computing explanations at a cluster level.