Braid-DB: Toward AI-Driven Science with Machine Learning Provenance.
Justin M. WozniakZhengchun LiuRafael VescoviRyan ChardBogdan NicolaeIan T. FosterPublished in: SMC (2021)
Keyphrases
- machine learning
- artificial intelligence
- interdisciplinary field
- computer science
- data mining
- knowledge representation
- machine learning methods
- computational intelligence
- machine learning algorithms
- expert systems
- active learning
- data driven
- human level intelligence
- machine intelligence
- learning algorithm
- information extraction
- neural network
- knowledge acquisition
- natural language processing
- pattern recognition
- reinforcement learning
- metadata
- decision trees
- ai systems
- ai community
- databases
- explanation based learning
- learning tasks
- statistical methods
- database
- data analysis
- natural language
- fine grained
- model selection
- inductive learning
- intelligent systems
- science education
- human intelligence
- science learning
- text mining
- ai methods
- computational logic
- computer vision