Automatic Data Imputation in Time Series Processing Using Neural Networks for Industry and Medical Datasets.
Juan Ignacio PortaMartín Ariel DomínguezFrancisco TamaritPublished in: SIMBig (2021)
Keyphrases
- data imputation
- neural network
- missing values
- missing data
- medical databases
- pattern recognition
- data processing
- real time
- fuzzy logic
- machine learning
- non stationary
- benchmark datasets
- case study
- semi automatic
- genetic algorithm
- data sets
- symbolic representation
- autoregressive
- dynamic time warping
- multilayer perceptron
- back propagation
- artificial neural networks
- medical images
- rough sets
- nearest neighbor