A Bayesian Networks-Based Method to Analyze the Validity of the Data of Software Measurement Programs.
Renata M. SaraivaAmaury MedeirosMirko Barbosa PerkusichDalton Cézane Gomes ValadaresKyller Costa GorgônioAngelo PerkusichHyggo O. AlmeidaPublished in: IEEE Access (2020)
Keyphrases
- synthetic data
- data sets
- input data
- data collection
- correlation analysis
- prior knowledge
- bayesian networks
- test data
- training data
- significant improvement
- database
- missing data
- data processing
- data quality
- image data
- information loss
- preprocessing
- data structure
- high accuracy
- high quality
- training samples
- clustering method
- detection method
- similarity measure
- expert knowledge
- prior information
- missing values
- incomplete data
- maximum likelihood
- text classification
- graphical models
- medical images
- support vector machine
- probabilistic model
- data sources
- cost function
- objective function