A Functional Perspective on Machine Learning via Programmable Induction and Abduction.
Steven CheungVictor DarvariuDan R. GhicaKoko MuroyaReuben N. S. RowePublished in: FLOPS (2018)
Keyphrases
- machine learning
- inductive learning
- explanation based learning
- inductive logic programming
- inductive concept learning
- concept formation
- pattern recognition
- machine learning methods
- low cost
- decision trees
- background knowledge
- knowledge acquisition
- general purpose
- machine learning approaches
- machine learning algorithms
- natural language processing
- learning algorithm
- feature selection
- information extraction
- predicate invention
- data sets
- logic programming
- viewpoint
- learning systems
- expert systems
- data mining
- causal networks
- abductive reasoning
- artificial intelligence
- computer science
- model selection
- active learning
- computational intelligence
- support vector machine
- data analysis
- transfer learning
- computer vision
- inductive inference
- knowledge representation
- supervised learning
- semi supervised