An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction.
Golnoush AbaeiAli SelamatHamido FujitaPublished in: Knowl. Based Syst. (2015)
Keyphrases
- self organizing maps
- semi supervised
- unsupervised learning
- neural network
- som neural network
- software quality
- competitive learning
- software development
- probabilistic neural network
- safety critical
- supervised learning
- learning vector quantization
- software systems
- input data
- topology preserving
- neural gas
- pairwise
- manifold learning
- data sets
- growing self organizing map
- multiscale
- learning algorithm
- em algorithm
- software engineering
- k means
- learning process