Bayesian Statistics in Software Engineering: Practical Guide and Case Studies.
Carlo A. FuriaPublished in: CoRR (2016)
Keyphrases
- software engineering
- case study
- real world
- data mining projects
- software development
- development process
- software systems
- knowledge management
- programming language
- statistical inference
- open source
- lessons learned
- design patterns
- book examines
- systems development
- software engineers
- knowledge engineering
- decision theory
- bayesian networks
- posterior probability
- bayesian analysis
- bayesian learning
- formal methods
- fully updated
- gaussian processes
- reverse engineering
- software projects
- practical application
- design process
- maximum likelihood
- data driven
- database systems
- artificial intelligence
- data mining