A data variability index: Quantifying complexity of models and analyzing adversarial data.
Rami Al-HmouzWitold PedryczAhmed Chiheb AmmariAhmed Al-HmouzPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- data sets
- database
- prior knowledge
- original data
- application domains
- data processing
- synthetic data
- statistical analysis
- data collection
- knowledge discovery
- raw data
- experimental data
- small number
- probability distribution
- end users
- data sources
- training data
- data points
- data analysis
- high dimensional data
- data structure
- high quality
- data acquisition
- statistical methods
- data mining
- neural network
- learned models