Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.
Keith FeldmanLouis FaustXian WuChao HuangNitesh V. ChawlaPublished in: BIRS-IMLKE (2015)
Keyphrases
- machine learning
- data sets
- data analysis
- database
- complex data
- training data
- data processing
- original data
- prior knowledge
- data sources
- synthetic data
- raw data
- data collection
- data distribution
- experimental data
- spatial data
- complex structures
- high dimensional data
- data mining techniques
- knowledge discovery
- high quality
- high level
- data mining
- statistical analysis
- missing data
- computational intelligence
- big data
- information systems
- sensitive information
- complex queries
- stored data