A Systematic and Generic Correlation-Based Design Approach for Data Sample Reduction in ML-Training.
Xin-Yu ShihMing-Jyun WuHsiang-En WuPublished in: ICCE-TW (2022)
Keyphrases
- data analysis
- data sets
- data quality
- data samples
- raw data
- high quality
- statistical analysis
- data reduction
- data distribution
- training samples
- database
- data collection
- high dimensional data
- data acquisition
- input data
- sensor data
- data mining techniques
- domain specific
- small number
- image data
- cross correlation
- neural network
- labelled data