Learning from Highly Structured Data by Decomposition.
René MacKinney-RomeroChristophe G. Giraud-CarrierPublished in: PKDD (1999)
Keyphrases
- data sets
- database
- highly structured
- original data
- data collection
- small number
- training data
- data analysis
- learning algorithm
- high quality
- raw data
- synthetic data
- knowledge discovery
- prior knowledge
- background knowledge
- learning tasks
- high dimensional data
- data mining techniques
- artificial intelligence
- input data
- learning systems
- missing data
- image data
- experimental data
- data distribution
- supervised learning
- human experts
- xml documents
- learning process
- data quality
- hidden variables
- learned models
- neural network