Study on Improving Reliability of Synthetic Battery Data with TimeGAN Pre-processing.
Sujin SeolByeongwoo KimPublished in: ICKII (2023)
Keyphrases
- preprocessing
- data sets
- statistical analysis
- data structure
- original data
- raw data
- data analysis
- complex data
- database
- small number
- data processing
- data collection
- high quality
- data sources
- sensor data
- noisy data
- data acquisition
- experimental data
- empirical data
- missing data
- knowledge discovery
- probability distribution
- end users
- training data
- website
- information systems
- social networks
- search engine
- data mining
- neural network