Open access
Aug 2026
Employing Long-Short-Term Memory Cells for Univariate Time Series Imputation in Weather Sensors Data
Data imputation has attracted considerable interest due to the importance of data quality, a key challenge in data science. Various statistical methods, and more recently machine learning techniques, have been developed to address the issue of missing values. In this study, we present an imputation method that integrat...
Antonios Raptakis, Leonard Dervishi, Kristine Bauer et al.
· Applied Sciences · 0 citations