Towards an Automatic Data Value Analysis Method for Relational Databases.
Malika BendechacheNihar Sudhanshu LimayeRob BrennanPublished in: ICEIS (2) (2020)
Keyphrases
- synthetic data
- data analysis
- correlation analysis
- relational databases
- data sets
- input data
- test data
- missing data
- fully automatic
- raw data
- statistical analysis
- similarity measure
- database
- noisy data
- data processing
- original data
- detection method
- training samples
- data mining techniques
- learning algorithm
- data sources
- cost function
- prior knowledge
- objective function
- contingency tables
- prior information
- training data
- statistical methods
- segmentation method
- computational complexity
- pairwise
- image data
- high accuracy
- spatial data
- high quality
- missing values
- em algorithm
- neural network
- information loss
- user input
- databases
- feature set