Explainable Machine Learning for Scientific Insights and Discoveries.
Ribana RoscherBastian BohnMarco F. DuarteJochen GarckePublished in: CoRR (2019)
Keyphrases
- machine learning
- data mining
- machine learning methods
- computer vision
- artificial intelligence
- knowledge acquisition
- machine learning algorithms
- theoretical insights
- scientific data
- learning algorithm
- pattern recognition
- life sciences
- knowledge representation
- information extraction
- machine learning and data mining
- science education
- computational biology
- learning systems
- feature selection
- support vector machine
- active learning
- decision trees
- scientific knowledge
- supervised machine learning
- scientific literature
- real time
- databases
- inductive learning
- inductive logic programming
- learning problems
- genetic algorithm