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:
Mar. 12, 2024
Filed:
May. 24, 2022
International Business Machines Corporation, Armonk, NY (US);
Siyu Huo, White Plains, NY (US);
Prabhat Maddikunta Reddy, Danbury, CT (US);
Vatche Isahagian, Belmont, MA (US);
Vinod Muthusamy, Austin, TX (US);
Prerna Agarwal, New Delhi, IN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method, computer system, and a computer program product for anomaly detection is provided. The present invention may include converting business process logs into a graphical data structure. The present invention may include generating an optimized graph encoding for anomaly detection using an unsupervised machine learning model. The present invention may include computing an anomaly score for each activity of the business process log using a process aware metric based on feature representation. The present invention may include labeling each of the one or more data points with a high anomaly score.