Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities.
Marinka ZitnikFrancis NguyenBo WangJure LeskovecAnna GoldenbergMichael M. HoffmanPublished in: Inf. Fusion (2019)
Keyphrases
- machine learning
- database
- data quality
- data distribution
- data sets
- synthetic data
- data analysis
- raw data
- data structure
- training data
- attribute values
- data sources
- computer systems
- data collection
- data points
- data mining
- knowledge discovery
- complex data
- data processing
- probability distribution
- xml documents
- database systems
- small number
- knowledge acquisition
- end users
- active learning
- missing data
- prior knowledge
- sensor data
- experimental data
- statistical methods
- computer science
- big data
- feature selection
- stored data