A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges.
Malika BendechacheJudie AttardMalick EbieleRob BrennanPublished in: IEEE Access (2023)
Keyphrases
- data collection
- data sets
- data analysis
- database
- high quality
- original data
- prior knowledge
- historical data
- training data
- complex data
- statistical methods
- data processing
- statistical models
- experimental data
- application domains
- big data
- predictive model
- raw data
- missing values
- data distribution
- sensor data
- image data
- data sources
- data structure
- complex systems
- missing data
- statistical analysis
- computer systems
- small number
- end users
- probabilistic model
- feature space
- empirical data
- neural network