Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random.
Ricardo Cardoso PereiraPedro Henriques AbreuPedro Pereira RodriguesPublished in: J. Comput. Sci. (2024)
Keyphrases
- missing data
- missing values
- data sets
- data processing
- data collection
- data analysis
- incomplete data
- small number
- probability distribution
- data acquisition
- data mining techniques
- synthetic data
- relational databases
- spatial data
- machine learning
- neural network
- experimental data
- original data
- statistical methods
- input data
- complex data
- multiple imputation
- statistical analysis
- database
- data management
- dimensionality reduction
- high quality
- learning algorithm
- real time