NLP for the Generation of Training Data Sets for Ontology-Guided Weakly-Supervised Machine Learning in Digital Pathology.
Robert ReihsBirgit PohnKurt ZatloukalAndreas HolzingerHeimo MüllerPublished in: ISCC (2019)
Keyphrases
- supervised machine learning
- data sets
- supervised learning
- training set
- active learning
- natural language processing
- manually annotated
- training data
- ontology learning
- domain knowledge
- knowledge representation
- domain specific
- lexical resources
- training examples
- information extraction
- knowledge base
- machine learning
- general purpose
- wordnet
- ground truth
- data sources
- information retrieval