METHOD FOR ANALYZING TIME-SERIES DATA BASED ON MACHINE LEARNING AND INFORMATION PROCESSING APPARATUS
Patent №
US 11,640,553
Granted
2023-05-02
Filed 2019
Owner
FUJITSU LIMITED
Lab
—
AI components
5
ml · vision · kr · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16661358
A machine learning method includes: generating, by a computer, a sine wave using a basic period of input data having a periodic property; determining a sampling period based on a degree of roundness of an attractor generated from the sine wave; sampling the input data at the determined sampling period to generate a pseudo attractor; and performing a machine learning by using the pseudo attractor.
Machine learningVisionKnowledge representationEvolutionary computationAI hardwareG06N 3/0418G06N 20/00G06N 3/0499G06N 3/08G06N 3/0895G06N 3/09G06N 20/10
AI classification
Machine learning1.00
Evolutionary computation1.00
AI hardware0.99
Vision0.93
Knowledge representation0.72
Natural language0.05
Planning0.05
Speech0.00
Ownership
FUJITSU LIMITED
assignment · 508100224
Assignors
TSUNODA, TOMOYUKI, IKAI, YOSHIAKI, KANEKO, JUNJI
On an employer assignment, the assignors are typically the inventors.
From the same owner
OPTIMIZATION APPARATUS AND CONTROL METHOD THEREOFUS 12,694,267 · 2026QUANTUM CIRCUIT, QUANTUM COMPUTER, AND METHOD OF MANUFACTURING QUANTUM CIRCUITUS 12,694,318 · 2026GENERATION METHOD AND INFORMATION PROCESSING APPARATUSUS 12,694,718 · 2026INFERENCE METHOD AND INFORMATION PROCESSING APPARATUSUS 12,688,340 · 2026TRAINING METHOD, STORAGE MEDIUM, AND TRAINING DEVICEUS 12,688,412 · 2026RECORDING MEDIUM, MACHINE LEARNING METHOD, AND MACHINE LEARNING DEVICEUS 12,682,284 · 2026STORAGE MEDIUM AND INFORMATION PROCESSING DEVICEUS 12,682,333 · 2026COMPUTER-READABLE RECORDING MEDIUM STORING DESIGN ASSIST PROGRAM, DESIGN ASSIST METHOD, AND DESIGN ASSIST APPARATUSUS 12,682,474 · 2026