Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets.
Richard YarnellDaniel BrignacYanjie FuRonald F. DeMaraPublished in: AI4I (2022)
Keyphrases
- data sets
- raw data
- data collection
- data structure
- database
- data analysis
- data sources
- data objects
- image data
- data processing
- data mining algorithms
- missing data
- sparse data
- training dataset
- big data
- data mining techniques
- knowledge discovery
- massive datasets
- benchmark datasets
- databases
- end users
- synthetic datasets
- complex data
- data mining applications
- data points
- data quality
- original data
- network structure
- data acquisition
- test data
- statistical analysis
- synthetic data