Pm2.5 Time Series Imputation with Deep Learning and Interpolation

Commonly, regression for time series imputation has been implemented directly through regression models, statistical, machine learning, and deep learning techniques. In this work, a novel approach is proposed based on a classification model that determines the NA value class, and from this, two type...

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Bibliographic Details
Main Authors: Anibal Flores, Hugo Tito-Chura, Deymor Centty-Villafuerte, Alejandro Ecos-Espino
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Computers
Subjects:
Online Access:https://www.mdpi.com/2073-431X/12/8/165