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. 02, 2020
Filed:
Dec. 15, 2017
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Peng Liu, Yorktown Heights, NY (US);
Marco Pistoia, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06N 7/00 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 3/00 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3684 (2013.01); G06F 11/3664 (2013.01); G06F 11/3688 (2013.01); G06N 3/006 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06N 7/005 (2013.01);
Abstract
A test sequence generation method, system, and computer program product, include collecting an action sequence, training a recurrent neural network (RNN) model to encode a frequency of actions in the action sequence and determine meaningful action sequences, and applying the RNN model to prioritize the meaningful action sequences that have a frequency less than a predetermined threshold following the action sequence.