Invention Grant
- Patent Title: Regression analysis for software development and management using machine learning
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Application No.: US16834382Application Date: 2020-03-30
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Publication No.: US11036613B1Publication Date: 2021-06-15
- Inventor: Muthu Krishnan Subramanian Rajalakshmi , Arun Sriraman , MadhuSudhanan Krishnamoorthy
- Applicant: Bank of America Corporation
- Applicant Address: US NC Charlotte
- Assignee: Bank of America Corporation
- Current Assignee: Bank of America Corporation
- Current Assignee Address: US NC Charlotte
- Agent Michael A. Springs
- Main IPC: G06F9/44
- IPC: G06F9/44 ; G06F11/36 ; G06N20/00 ; G06F8/77 ; G06N5/04

Abstract:
A device configured to obtain project information identifying a set of programs and to generate a program matrix. The device is further configured to identify entries in the program matrix where a row and a column correspond with the same program and to set the identified entries with a value of one. The device is further configured to identify programs from among the set programs that are called by a program and to set the identified entries in the program matrix that correspond with the identified programs with a value of one. The device is further configured to input the program matrix into a first machine learning model to obtain relationship information. The relationship information maps the set of programs to a spatial domain where a distance between a pair of programs in the spatial domain corresponds with a level of impact between the pair of programs.
Information query