Feature-gathering dependency-based software clustering using Dedication and Modularity.
Kenichi KobayashiManabu KamimuraKoki KatoKeisuke YanoAkihiko MatsuoPublished in: ICSM (2012)
Keyphrases
- clustering algorithm
- k means
- data clustering
- feature importance
- image segmentation
- software development
- feature vectors
- data points
- user interface
- spectral clustering
- software tools
- image features
- software maintenance
- software systems
- categorical data
- hierarchical clustering
- highly modular
- clustering method
- artificial intelligence
- feature extraction
- software projects
- data sets
- data mining
- hardware design
- software design
- software developers
- source code
- database
- embedded systems
- unsupervised learning
- anomaly detection
- high dimensionality
- information theoretic
- distance metric