Title:
PREDICTION DEVICE, LEARNING DEVICE, PREDICTION METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2020/241009
Kind Code:
A1
Abstract:
A prediction device equipped with: a function control unit for controlling the behavior of a prediction function indicating a relationship between an input and an output in a prediction model that outputs a predicted value with respect to an input; a learning unit for causing the prediction model to learn such that the output obtained by inputting learning data to the prediction function, the behavior of which is controlled by the function control unit, approaches training data corresponding to the learning data; and a prediction unit for predicting a predicted value with respect to an input, on the basis of the output obtained by inputting unlearned data to the prediction model that has completed the learning caused by the learning unit.
More Like This:
Inventors:
ISHIDA TAKESHI (JP)
Application Number:
PCT/JP2020/012873
Publication Date:
December 03, 2020
Filing Date:
March 24, 2020
Export Citation:
Assignee:
NTT DATA CORP (JP)
International Classes:
G06N20/00
Domestic Patent References:
| WO2013118225A1 | 2013-08-15 |
Foreign References:
| JPH0713745A | 1995-01-17 |
Other References:
STEWART, RUSSELL ET AL.: "Label-Free Supervision of Neural Networks with Physics and Domain Knowledge", PROC. OF THE THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-17), 2017, pages 2576 - 2582, XP080727537, Retrieved from the Internet > [retrieved on 20200617]
Attorney, Agent or Firm:
SHIGA INTERNATIONAL PATENT OFFICE (JP)
Download PDF: