Mitigating Representation Bias in Data Transformations: A Constraint-based Optimization Approach.
Barbara CataniaGiovanna GuerriniZiad JanpihPublished in: BigData (2023)
Keyphrases
- data sets
- raw data
- database
- neural network
- synthetic data
- high quality
- data processing
- data collection
- statistical analysis
- image data
- graph representation
- data analysis
- global optimization
- experimental data
- data sources
- original data
- computer systems
- statistical methods
- data distribution
- sensor data
- historical data
- complex data
- information systems
- knowledge discovery
- background knowledge
- training data
- query processing
- sensor networks
- small number
- probability distribution