A Survey of Machine Learning for Big Code and Naturalness.
Miltiadis AllamanisEarl T. BarrPremkumar T. DevanbuCharles SuttonPublished in: CoRR (2017)
Keyphrases
- machine learning
- learning problems
- active learning
- pattern recognition
- text mining
- machine learning methods
- knowledge acquisition
- artificial intelligence
- reinforcement learning
- computational biology
- learning systems
- source code
- computational intelligence
- supervised learning
- knowledge representation
- information systems
- data analysis
- knowledge engineering
- model selection
- machine learning algorithms
- feature selection
- learning algorithm
- learning tasks
- machine learning and data mining
- knowledge discovery
- static analysis
- explanation based learning
- case study
- big data
- genetic algorithm
- transfer learning
- semi supervised learning
- computer science
- text classification
- data mining
- information extraction
- support vector machine