Applying Machine Learning to Estimate the Effort and Duration of Individual Tasks in Software Projects.
André SousaDaniel T. VelosoHenrique M. GonçalvesJoão Pascoal FariaJoão Mendes-MoreiraRicardo GraçaDuarte GomesRui Nuno CastroPedro Castro HenriquesPublished in: IEEE Access (2023)
Keyphrases
- software projects
- machine learning
- software development effort
- effort estimation
- software development
- software engineering
- software development projects
- cost estimation
- source code
- project management
- transfer learning
- geographically distributed
- machine learning methods
- open source projects
- risk management
- software quality
- software developers
- learning algorithm
- software maintenance
- data sets
- early stage
- development process
- support vector machine
- reinforcement learning
- software project management
- early phase
- data mining
- tool support
- software metrics
- information systems
- relational databases
- user interface