Long-term missing value imputation for time series data using deep neural networks.
Jangho ParkJuliane MüllerBhavna AroraBoris FaybishenkoGilberto Zonta PastorelloCharuleka VaradharajanReetik SahuDeborah A. AgarwalPublished in: Neural Comput. Appl. (2023)
Keyphrases
- missing values
- long term
- neural network
- data imputation
- missing data
- short term
- pattern recognition
- incomplete data
- missing data imputation
- high dimensional data
- imputation methods
- high dimensional
- genetic algorithm
- artificial neural networks
- multi layer
- neural network model
- noisy data
- incomplete data sets
- dimensionality reduction
- data points
- fuzzy logic
- neural nets
- data analysis
- image data
- k means
- feature values
- data matrix
- multiple imputation
- training data
- data sets
- database