PRE-PROCESSING DEVICE, PRE-PROCESSING METHOD, AND PRE-PROCESSING PROGRAM

WIPO Patent Application WO/2020/116129

A1

In a learning device (10), a pre-processing unit (130) has: a pre-learning data collection unit (131) that collects, as pre-learning data, continuous input data measured under an environment simulating an estimated environment and output data corresponding to the continuous input data; and a conversion unit (132) that converts the continuous input data into continuous input data having multiple sizes including a size larger than that of the input data, converts the output data corresponding to the continuous input data into output data respectively corresponding to the continuous input data having multiple sizes, and outputs the output data as learning data.

JP2024009090	Information processing system, information processing device, information processing method and program
WO/2018/053536	TIME-SERIES FAULT DETECTION, FAULT CLASSIFICATION, AND TRANSITION ANALYSIS USING A K-NEAREST-NEIGHBOR AND LOGISTIC REGRESSION APPROACH
JP2024000790	processing equipment

YAMASHITA JUMPEI (JP)
KOYA HIDETAKA (JP)
NAKAJIMA HAJIME (JP)

PCT/JP2019/044884

June 11, 2020

November 15, 2019

Click for automatic bibliography generation  

NIPPON TELEGRAPH & TELEPHONE (JP)

G06N20/00; G06N3/08

JP2017091278A

2017-05-25

SASAKI, KAZUMA ET AL.: "Handling the simulation-to-reality gap for learning systems of real robots: A survey", IEICE TECHNICAL REPORT, vol. 118, no. 260, 12 October 2018 (2018-10-12), pages 5 - 8
MALHOTRA, PANKAJ: "TimeNet: Pre-trained deep recurrent neural network for time series classification", ARXIV.ORG, 2017, XP080772899

SAKAI INTERNATIONAL PATENT OFFICE (JP)

View/Download PDF      PDF Help

Previous Patent: ORDER MANAGEMENT SYSTEM AND PROGRAM

Next Patent: INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM