Topological Analysis of Credit Data: Preliminary Findings.
James CooperPeter MiticGesine ReinertTadas TemcinasPublished in: IDEAL (2022)
Keyphrases
- data analysis
- statistical analysis
- data sets
- raw data
- data acquisition
- data sources
- small number
- data processing
- data collection
- data quality
- original data
- image data
- synthetic data
- neural network
- correlation analysis
- complex data
- data mining algorithms
- experimental data
- data distribution
- data mining techniques
- knowledge discovery
- end users
- data objects
- noisy data
- prior knowledge
- high quality
- machine learning
- risk analysis