Improving efficiency of data augmentation algorithms using Peskun's theorem.
Vivekananda RoyPublished in: Comput. Stat. (2016)
Keyphrases
- data reduction
- data sets
- data structure
- data collection
- data mining algorithms
- synthetic data
- data processing
- database
- theoretical analysis
- small number
- image data
- high quality
- data analysis
- statistical analysis
- end users
- prior knowledge
- experimental data
- learning models
- evolutionary algorithm
- relational databases
- input data
- computational complexity
- statistical methods
- raw data
- complex data
- incomplete data
- highly efficient
- data mining tasks
- learning algorithm