Title:
SEARCH DEVICE, SEARCH METHOD, SEARCH PROGRAM, AND LEARNING MODEL SEARCH SYSTEM
Document Type and Number:
WIPO Patent Application WO/2021/074990
Kind Code:
A1
Abstract:
A search device (10) that obtains first data obtained by basis conversion of a feature value vector in a transfer source device (20), said basis conversion being performed on the basis of the information amount for each feature axis. In addition, the search device (10) obtains second data obtained by basis conversion of a feature value vector in a transfer destination device (30), said basis conversion being performed on the basis of the information amount for each feature axis. The search device (10) determines whether or not the transfer source device (20) is suitable as a transfer source, by determining whether or not the first data and the second data are similar.
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Inventors:
MORI IKUMI (JP)
Application Number:
PCT/JP2019/040614
Publication Date:
April 22, 2021
Filing Date:
October 16, 2019
Export Citation:
Assignee:
MITSUBISHI ELECTRIC CORP (JP)
International Classes:
G06N20/00; G06F16/90
Foreign References:
| JP2017224156A | 2017-12-21 | |||
| US20160253597A1 | 2016-09-01 | |||
| JP2016191975A | 2016-11-10 |
Other References:
MORI IKUMI, SAITO SHIHO: "A Study on Optimisation of Machine Learning Realization In Edge Computing ~A Study on Optimisation by Deciding Edge executable Algorithm and Ontology and Applying Transfer Learning~", IPSJ SIG TECHNICAL REPORT, no. 2, 24 January 2019 (2019-01-24), pages 1 - 8, XP055819440, ISSN: 2188-8906, Retrieved from the Internet [retrieved on 20190128]
MASASHI SUGIYAMAMAKOTO YAMADAMARTHINUS CHRISTOFFEL DU PLESSISSONG LIU, LEARNING UNDER NON-STATIONARITY: COVARIATE SHIFT ADAPTATION, CLASS-BALANCE CHANGE ADAPTATION, AND CHANGE DETECTION, NIHON TOKEI GAKKAI SHI, vol. 44, 2014, pages 113 - 136
See also references of EP 4033417A4
MASASHI SUGIYAMAMAKOTO YAMADAMARTHINUS CHRISTOFFEL DU PLESSISSONG LIU, LEARNING UNDER NON-STATIONARITY: COVARIATE SHIFT ADAPTATION, CLASS-BALANCE CHANGE ADAPTATION, AND CHANGE DETECTION, NIHON TOKEI GAKKAI SHI, vol. 44, 2014, pages 113 - 136
See also references of EP 4033417A4
Attorney, Agent or Firm:
MIZOI INTERNATIONAL PATENT FIRM (JP)
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