KNN Applied to PDG for Source Code Similarity Classification.
Clóvis Daniel Souza SilvaLeonardo Ferreira da CostaLeonardo Sampaio RochaGerardo Valdisio Rodrigues VianaPublished in: BRACIS (2) (2020)
Keyphrases
- source code
- knn
- k nearest neighbor
- k nearest neighbour
- classification algorithm
- classification method
- support vector machine svm
- distance function
- nearest neighbor
- knn classification
- knn algorithm
- text classification
- nearest neighbour
- support vector machine
- distance measurement
- open source
- software systems
- knn classifier
- software projects
- majority voting
- software maintenance
- plagiarism detection
- classification accuracy
- software repositories
- open source software
- high level
- support vector
- neural network
- feature vectors
- program understanding
- training set
- decision trees
- feature selection
- text categorization
- similarity measure
- k nearest
- training data
- software evolution
- data structure
- multi layer perceptron
- high dimensional
- information retrieval
- feature extraction
- free software
- manual inspection