Explainable Machine Learning for Scientific Insights and Discoveries.
Ribana RoscherBastian BohnMarco F. DuarteJochen GarckePublished in: IEEE Access (2020)
Keyphrases
- machine learning
- data mining
- machine learning algorithms
- learning algorithm
- artificial intelligence
- feature selection
- statistical learning
- learning tasks
- decision trees
- machine learning methods
- knowledge acquisition
- computational intelligence
- scientific data
- semi supervised learning
- natural language processing
- supervised learning
- information extraction
- active learning
- computer science
- pattern recognition
- computer vision
- support vector machine
- explanation based learning
- computational biology
- search engine
- inductive learning
- inductive logic programming
- learning problems
- kernel methods
- web services
- training data
- data analysis
- databases
- machine learning and data mining
- scientific workflows
- scientific discovery
- supervised machine learning
- scientific inquiry