Systematic Discovery of Bias in Data.
John WamburuGirmaw Abebe TadesseCelia CintasAdebayo OshingbesanTanya AkumuSkyler SpeakmanPublished in: Big Data (2022)
Keyphrases
- data sets
- high quality
- original data
- data distribution
- complex data
- application domains
- data structure
- data analysis
- data processing
- data mining algorithms
- statistical analysis
- experimental data
- raw data
- data sources
- data collection
- knowledge discovery
- big data
- temporal information
- test data
- data acquisition
- high dimensional data
- exploratory analysis
- attribute values
- synthetic data
- input data
- image data
- bayesian networks
- decision trees
- feature selection
- information retrieval