Assessing the Performance of a Long Short-Term Memory Algorithm in the Dataset with Missing Values

This study was conducted to assess the performance of a long short-term memory algorithm (LSTM), which was suitable for time series prediction, in the multivariate dataset with missing values. The full dataset for the adopted LSTM model was prepared by running a popular watershed model Hydrological...

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Bibliographic Details
Main Authors: Hyun-Geoun Park, Sang-Ik Suh, Gyeong Cheol Jo, Jinuk Jang, Seo Jin Ki
Format: Article
Language:English
Published: Korean Society of Environmental Engineers 2022-12-01
Series:대한환경공학회지
Subjects:
Online Access:http://www.jksee.or.kr/upload/pdf/KSEE-2022-44-12-636.pdf