Early Failure Prediction in Software Programs: Dimensionality Reduction Kernel.
Somaye Arabi NareeSaeed ParsaPublished in: Comput. Informatics (2016)
Keyphrases
- failure prediction
- dimensionality reduction
- kernel pca
- free software
- kernel learning
- feature space
- low dimensional
- kernel discriminant analysis
- input space
- high dimensional
- high dimensionality
- kernel trick
- control flow
- kernel function
- kernel methods
- pattern recognition
- java programs
- linear discriminant analysis
- data representation
- software systems
- software development
- data points
- nonlinear dimensionality reduction
- civil engineering
- feature selection
- component analysis
- kernel matrix
- support vector
- feature extraction
- multiple kernel learning
- development process
- discriminant analysis
- image processing
- machine learning