Invention Grant
- Patent Title: Method, apparatus, and computer-readable medium for efficiently classifying a data object of unknown type
-
Application No.: US17518582Application Date: 2021-11-03
-
Publication No.: US11886467B2Publication Date: 2024-01-30
- Inventor: Igor Balabine
- Applicant: INFORMATICA LLC
- Applicant Address: US CA Redwood City
- Assignee: Informatica LLC
- Current Assignee: Informatica LLC
- Current Assignee Address: US CA Redwood City
- Agency: Reed Smith LLP
- Agent Amardeep S. Grewal
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/28 ; G06F7/08 ; G06F16/22

Abstract:
An apparatus, computer-readable medium, and computer-implemented method for efficiently classifying a data object, including representing the data object as a data object vector in a vector space, each dimension of the data object vector corresponding to a different feature of the data object, determining a distance between the data object vector and centroids of data domain clusters in the vector space, each data domain cluster comprising data domain vectors representing data domains, sorting the data domain clusters according to their respective distances to the data object vector, and iteratively applying data domain classifiers corresponding to data domains represented in a closest data domain cluster in the sorted data domain clusters to the data object.
Public/Granted literature
Information query