DETERMINATION APPARATUS, DETERMINATION METHOD, DETERMINATION PROGRAM, LEARNING APPARATUS, LEARNING METHOD, AND LEARNING PROGRAM

• Main Author: FUJII HIDEYUKI
• Format: Patent
• Language: English; Japanese
• Published: 17.06.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

To apply a preprocessing algorithm according to a learning model used when determining a state of a measured target.SOLUTION: A determination apparatus is provided which includes: a determination data acquisition unit that acquires determination data which is time-series data obtained by measuring a measured target; a determination data preprocessing unit that pre-processes the determination data by a preprocessing algorithm used for learning a learning model that outputs a state of the measured target; and a determination unit that determines the state of the measured target based on the pre-processed determination data using the learning model.SELECTED DRAWING: Figure 1 【課題】測定対象の状態を判定する際に用いる学習モデルに応じた前処理アルゴリズムを適用することが望ましい。【解決手段】測定対象を測定した時系列データである判定用データを取得する判定用データ取得部と、測定対象の状態を出力する学習モデルの学習のために用いられた前処理アルゴリズムにより、判定用データを前処理する判定用データ前処理部と、学習モデルを用いて、前処理された判定用データに基づいて、測定対象の状態を判定する判定部とを備える、判定装置を提供する。【選択図】図１