Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.
Laura von RüdenSebastian MayerJochen GarckeChristian BauckhageJannis SchückerPublished in: CoRR (2019)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- knowledge discovery
- learning systems
- machine learning algorithms
- feature selection
- information extraction
- higher level
- machine learning methods
- knowledge management
- text mining
- supervised machine learning
- decision trees
- computer vision
- text classification
- machine learning and data mining
- transfer learning
- knowledge engineering
- inductive logic programming
- domain experts
- model selection
- pattern recognition
- knowledge integration
- knowledge elicitation
- human learning
- inductive learning
- database
- learning tasks
- kernel methods
- knowledge sharing
- semantic information
- natural language processing
- knowledge base
- real world