Accurate software performance estimation using domain classification and neural networks.
Márcio OyamadaFelipe ZschornackFlávio Rech WagnerPublished in: SBCCI (2004)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- accurate classification
- classification scheme
- machine learning
- rule extraction
- feature extraction
- multi layer perceptron
- support vector
- image classification
- artificial neural networks
- software development
- benchmark datasets
- decision rules
- classification method
- pattern classification
- density estimation
- high quality
- supervised learning
- preprocessing
- feature selection
- support vector machine
- decision trees
- feature vectors
- classification algorithm
- software design
- neural network model
- domain specific
- machine learning methods
- domain independent
- class labels
- software systems
- text classification
- fuzzy logic
- learning vector quantization
- radial basis function
- accurate estimation
- training data
- error analysis
- training process
- software tools
- neural nets
- incremental learning
- feature space
- user interface
- back propagation
- computer systems
- feature set