A data filling methodology for time series based on CNN and (Bi)LSTM neural networks.
Kostas TzoumpasAaron EstradaPietro MiraglioPietro ZambelliPublished in: CoRR (2022)
Keyphrases
- neural network
- synthetic data
- data analysis
- data sets
- data structure
- pattern recognition
- data processing
- raw data
- training data
- database
- computer systems
- fuzzy logic
- sensor data
- statistical methods
- data quality
- small number
- data points
- data sources
- data model
- genetic algorithm
- historical data
- temporal data
- experimental data
- sequential data
- self organizing maps
- missing data
- high dimensional data
- data collection
- input data
- data mining techniques
- probability distribution
- prior knowledge