Real-World Data Difficulty Estimation with the Use of Entropy.
Przemyslaw JuszczukJan KozakGrzegorz DziczkowskiSzymon GlowaniaTomasz JachBarbara ProbierzPublished in: Entropy (2021)
Keyphrases
- data sets
- synthetic data
- real world
- application domains
- training data
- data analysis
- wide range
- raw data
- data distribution
- small number
- data collection
- multiple types
- data quality
- original data
- statistical analysis
- data processing
- mutual information
- image data
- data points
- prior knowledge
- data structure
- high dimensional data
- sensor networks
- noisy data
- bayesian networks
- big data
- machine learning