Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction.
Ali ArshadSaman RiazLicheng JiaoAparna MurthyPublished in: IEEE Access (2018)
Keyphrases
- fuzzy c means
- semi supervised
- k means
- clustering algorithm
- fuzzy clustering
- clustering method
- fcm algorithm
- fuzzy c means clustering
- semi supervised clustering
- hard c means
- fuzzy clustering algorithm
- fuzzy clustering algorithms
- constrained clustering
- cluster analysis
- software quality
- cluster centers
- software development
- soft clustering
- possibilistic clustering
- unsupervised clustering
- unsupervised learning
- software systems
- pairwise constraints
- semi supervised learning
- validity measures
- instance level constraints
- supervised learning
- document clustering
- gustafson kessel
- spectral clustering
- possibilistic c means
- clustering analysis
- pairwise
- cluster validity index
- active learning
- labeled data
- safety critical
- source code
- validity index
- data clustering
- real time
- membership functions
- software engineering
- knowledge discovery
- data points
- artificial neural networks
- similarity measure
- image segmentation
- image processing
- decision making