Scientific intuition inspired by machine learning-generated hypotheses.
Pascal FriederichMario KrennIsaac TamblynAlán Aspuru-GuzikPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- machine learning
- data mining
- artificial intelligence
- computer vision
- machine learning methods
- pattern recognition
- computational intelligence
- inductive learning
- automatically generated
- machine learning algorithms
- knowledge acquisition
- natural language processing
- learning algorithm
- hypothesis formation
- knowledge representation
- information extraction
- scientific disciplines
- scientific knowledge
- data analysis
- science education
- explanation based learning
- expert systems
- statistical methods
- supervised machine learning
- generation process
- feature selection
- learning problems
- learning tasks
- decision trees
- computer science
- semi supervised learning
- text classification
- databases
- text mining
- feature space
- active learning