A Survey of Learning Causality with Data: Problems and Methods.
Ruocheng GuoLu ChengJundong LiP. Richard HahnHuan LiuPublished in: ACM Comput. Surv. (2020)
Keyphrases
- data sets
- statistical methods
- learning models
- data mining tools
- high dimensional data
- experimental data
- data mining techniques
- data points
- data analysis
- huge data sets
- search methods
- data mining methods
- human experts
- data mining applications
- statistical tests
- data collection
- online learning
- image data
- knowledge discovery
- data structure
- learning process
- reinforcement learning
- knowledge acquisition
- learned models
- spatial data
- prior knowledge
- spectral clustering
- large scale data sets
- data mining
- bayesian methods
- learning algorithm
- learning frameworks
- machine learning methods
- noisy data
- raw data
- learning problems
- decision trees
- bayesian networks
- application domains
- database
- statistical analysis
- data processing
- data sources
- preprocessing