Predicting Fault-Prone Modules in Embedded Systems Using Analogy-Based Classification Models.
Taghi M. KhoshgoftaarBojan CukicNaeem SeliyaPublished in: Int. J. Softw. Eng. Knowl. Eng. (2002)
Keyphrases
- embedded systems
- classification models
- fault prone
- software systems
- source code
- software modules
- software quality
- software metrics
- feature ranking
- development effort
- low cost
- decision trees
- feature selection
- software engineering
- training data
- open source
- software development
- software projects
- high risk
- feature set
- software components
- attribute selection
- reverse engineering
- quality assurance
- machine learning
- data mining
- life cycle
- software architecture
- real time
- support vector machine
- multi agent systems
- text files
- data sets
- neural network
- feature subset
- evolutionary algorithm
- learning algorithm
- genetic algorithm