Title:
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, INFORMATION PROCESSING PROGRAM, AND LEARNING MODEL GENERATION DEVICE
Document Type and Number:
WIPO Patent Application WO/2022/249518
Kind Code:
A1
Abstract:
This information processing device is provided with an inference unit and a visualization unit. The inference unit, by using a learning model, infers low-dimensional data that is for visualization and that is obtained by performing dimensionality reduction from high-dimensional data. The learning model is trained so as to receive input of high-dimensional data and output low-dimensional data that is for visualization and that is obtained by performing dimensionality reduction. The learning model includes: a first model trained so as to perform nonlinear transformation to perform conversion into intermediate data having a lower dimensionality than high-dimensional data while reflecting characteristics of the high-dimensional data; and a second model that is obtained by performing manifold learning and that transforms the intermediate data to low-dimensional data having a dimensionality further lower than that of intermediate data. The visualization unit visualizes the inferred low-dimensional data.
Inventors:
ISHIZUKA HARUYA (JP)
MOCHIHASHI DAICHI (JP)
MOCHIHASHI DAICHI (JP)
Application Number:
PCT/JP2021/045416
Publication Date:
December 01, 2022
Filing Date:
December 09, 2021
Export Citation:
Assignee:
BRIDGESTONE CORP (JP)
International Classes:
G06N3/02; G06N3/08
Foreign References:
| US20200272857A1 | 2020-08-27 | |||
| JP2018537798A | 2018-12-20 | |||
| US20200225177A1 | 2020-07-16 |
Attorney, Agent or Firm:
TAIYO, NAKAJIMA & KATO (JP)
Download PDF:
Previous Patent: VITAL SIGNS DATA MANAGEMENT SYSTEM AND METHOD
Next Patent: ELECTROLYSIS CELL AND ELECTROLYZED WATER GENERATOR
Next Patent: ELECTROLYSIS CELL AND ELECTROLYZED WATER GENERATOR