Mitigating Representation Bias in Data Transformations: A Constraint-based Optimization Approach.

Barbara Catania Giovanna Guerrini Ziad Janpih

Published 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