Encoding Techniques for Handling Categorical Data in Machine Learning-Based Software Development Effort Estimation.
Mohamed HosniPublished in: KDIR (2023)
Keyphrases
- categorical data
- effort estimation
- software development
- machine learning
- software projects
- cluster analysis
- software development effort
- software engineering
- software maintenance
- numerical data
- parameter free
- early phase
- software developers
- case study
- software project management
- software reuse
- data mining
- project managers
- development process
- machine learning methods
- software systems
- software development projects
- learning algorithm
- attribute values
- hierarchical latent class models
- artificial intelligence
- decision trees
- object recognition
- software quality
- feature selection
- text classification
- data analysis
- pattern recognition
- software testing
- decision support system
- software industry
- source code
- active learning
- distance based outlier detection
- bayesian networks