Data, Knowledge and Discovery: Machine Learning meets Natural Science.
Hugh F. Durrant-WhytePublished in: KDD (2015)
Keyphrases
- knowledge discovery
- machine learning
- raw data
- data sets
- data processing
- data analysis
- data collection
- data structure
- synthetic data
- domain experts
- statistical analysis
- data quality
- prior knowledge
- data mining
- artificial intelligence
- computer science
- databases
- computer systems
- database
- knowledge acquisition
- experimental data
- input data
- data mining techniques
- information extraction
- knowledge base
- data points
- original data
- decision trees
- active learning
- expert systems
- scientific knowledge
- hidden knowledge
- high dimensional data
- text classification
- knowledge representation
- end users
- domain knowledge
- feature selection
- learning algorithm