Learning Data Transformations with Minimal User Effort.
Minh PhamCraig A. KnoblockJay PujaraPublished in: IEEE BigData (2019)
Keyphrases
- data sets
- image data
- data collection
- training data
- data analysis
- prior knowledge
- high quality
- end users
- data sources
- active learning
- synthetic data
- knowledge acquisition
- knowledge discovery
- raw data
- learning process
- learning models
- background knowledge
- data quality
- learning systems
- log files
- user input
- data mining
- labeled data
- statistical analysis
- data processing
- data points
- experimental data
- data distribution
- user defined
- learning tasks
- human experts
- data model
- user interface
- feature selection
- learning algorithm
- information retrieval
- previously learned