Analyzing Data Properties Using Statistical Sampling Techniques - Illustrated on Scientific File Formats and Compression Features.
Julian M. KunkelPublished in: ISC Workshops (2016)
Keyphrases
- data sets
- file formats
- data processing
- statistical information
- prior knowledge
- information redundancy
- high quality
- data analysis
- raw data
- statistical analysis
- database
- data quality
- original data
- temporal information
- missing data
- data collection
- kernel canonical correlation analysis
- knowledge discovery
- data sources
- feature set
- image features
- image data
- statistical methods
- classification accuracy
- xml documents
- extracted features
- feature vectors
- statistical data
- feature extraction
- feature selection
- data mining