Vorrichtung und Verfahren zur Analyse von Zeitreihendaten basierend auf Maschinenlernen

Details

Veröffentlichungs-Nr.

EP3745317

Aktenzeichen

EP20167958

Anmeldetag

3. April 2020

Veröffentlichung

30. April 2025

Erteilung

30. April 2025

Rechtsraum

EP

IPC

G06N3/08G06N3/04

Abstract

An apparatus and method for analyzing time series data on the basis of machine learning are provided. According to the disclosed embodiments, it is possible to effectively augment time series data, which is a target to be learned, according to characteristics of the time series data, thereby solving a problem of overfitting a machine learning model due to limited training data and a problem of deterioration of prediction accuracy due to imbalance of distribution of time series data and improving reliability of time series data analysis. In addition, according to the disclosed embodiments, it is possible to effectively set an optimal parameter for augmenting time series data.

Anmelder

Firma

Samsung SDS Co., Ltd.

Land

🇰🇷 Südkorea

Fachgebiete