Automated, highly-accurate, bug assignment using machine learning and tossing graphs.
Pamela BhattacharyaIulian NeamtiuChristian R. SheltonPublished in: J. Syst. Softw. (2012)
Keyphrases
- highly accurate
- machine learning
- capable of producing
- high accuracy
- high quality
- pattern recognition
- semi automated
- graph matching
- computational intelligence
- accurate models
- source code
- text classification
- computer vision
- text mining
- machine learning approaches
- computational biology
- machine learning methods
- software systems
- machine learning algorithms
- learning algorithm
- knowledge acquisition
- artificial intelligence
- learning systems
- graph theoretic
- explanation based learning
- learning tasks
- reinforcement learning
- pairwise
- inductive learning
- graph databases
- graph structure
- computer science
- case study
- complex structures
- natural language
- weighted graph
- software projects
- bipartite graph
- inductive logic programming
- kernel methods
- information extraction
- supervised learning
- natural language processing
- semi supervised learning
- model selection