Prediction of Software Defects Using Automated Machine Learning.
Kazuya TanakaAkito MondenZeynep YücelPublished in: SNPD (2019)
Keyphrases
- machine learning
- prediction accuracy
- software tools
- prediction error
- software maintenance
- prediction model
- machine learning methods
- prediction algorithm
- software development life cycle
- pattern recognition
- semi automated
- software developers
- software systems
- software development
- computational intelligence
- protein secondary structure prediction
- natural language processing
- learning algorithm
- computer vision
- defect detection
- computational biology
- learning problems
- software architecture
- decision trees
- computer science
- machine learning approaches
- knowledge acquisition
- text classification
- object oriented
- text mining
- hardware design
- predictive modeling
- computer systems
- embedded systems
- inductive learning
- neural network
- source code
- information extraction
- knowledge representation
- active learning
- information systems
- artificial intelligence
- data mining