MACHINE LEARNING MODELS FOR PREDICTING MISSING VALUES FROM DATA SETS
개요
출원인
Toyota Motor Engineering & Manufacturing North America, Inc.
발명자
Jaydeep THIK; Chen LING
IPC 분류
CPC 분류
A computing system may include a processor and a memory having a set of instructions, which when executed by the processor, cause the computing system to execute actions. The actions include identifying an estimate of a distribution of missing block patterns, generating a noisy dataset by removing first data from an original dataset based on the estimate and training a denoising autoencoders (DAE) based on the noisy dataset.
원문 (중국어)
A computing system may include a processor and a memory having a set of instructions, which when executed by the processor, cause the computing system to execute actions. The actions include identifying an estimate of a distribution of missing block patterns, generating a noisy dataset by removing first data from an original dataset based on the estimate and training a denoising autoencoders (DAE) based on the noisy dataset.