Toward Interpretable and Actionable Data Analysis with Explanations and Causality.
Sudeepa RoyPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- data analysis
- causal models
- generating explanations
- data processing
- causal ordering
- causal reasoning
- data collection
- data visualization
- pattern discovery
- data mining
- causal relations
- life sciences
- rough sets
- cluster analysis
- intelligent data analysis
- machine learning
- big data
- database
- business intelligence
- data warehouse
- knowledge discovery
- multi aspect
- data sources
- domain knowledge
- causal inference
- actionable knowledge
- knowledge base
- neural network