Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data.
Pratibha VellankiThi V. DuongSunil GuptaSvetha VenkateshDinh Q. PhungPublished in: Knowl. Inf. Syst. (2017)
Keyphrases
- data analysis
- data sets
- statistical analysis
- data collection
- knowledge discovery
- interesting patterns
- data mining techniques
- prior knowledge
- training data
- data sources
- data processing
- learning tasks
- data acquisition
- frequently occurring
- pattern discovery
- raw data
- correlation analysis
- reinforcement learning
- database
- data structure
- input data
- learned models
- empirical data
- complex patterns
- exploratory analysis
- human experts
- attribute values
- background knowledge
- learning systems
- supervised learning
- active learning