The Perils of Ignoring Data Suitability - The Suitability of Data used to Train Neural Networks Deserves More Attention.
Kevin SwinglerPublished in: IJCCI (NCTA) (2011)
Keyphrases
- data sets
- data processing
- data analysis
- database
- raw data
- image data
- knowledge discovery
- computer systems
- small number
- prior knowledge
- data structure
- data sources
- neural network
- statistical analysis
- data collection
- training data
- high quality
- fuzzy logic
- data points
- xml documents
- data mining
- high dimensional data
- synthetic data
- data distribution
- end users
- original data