University of Tsukuba

Thitiya Seesan

Yoshiaki Yasuno

A model learning unit determines a model parameter for calculating an estimated value for each of a plurality of training sets, each including a measurement signal and at least one type of predetermined characteristic value indicating characteristics of the measurement signal as a target value, to minimize a difference between the estimated value calculated for the measurement signal using a predetermined mathematical model and the target value is minimized, determines characteristic value sets, each being a set of a plurality of types of characteristic values indicating characteristics of the measurement signal including the target value, with which, for each target value, the target value is common to a plurality of characteristic value sets, and generates, for each of the characteristic value sets, each of the plurality of training sets including the target value and a measurement signal having characteristics indicated by the plurality of types of characteristic values.

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Tsukuba, Japan

Thitiya Seesan