Empirical Analysis of Hidden Technical Debt Patterns in Machine Learning Software.
Mohannad AlahdabGül ÇalikliPublished in: PROFES (2019)
Keyphrases
- empirical analysis
- machine learning
- theoretical analysis
- empirical studies
- technical issues
- design patterns
- listed companies
- decision trees
- computer vision
- machine learning algorithms
- artificial intelligence
- software design
- information extraction
- natural language processing
- software development
- software architecture
- pattern recognition
- machine learning methods
- data mining
- information systems
- short term
- software systems
- learning systems
- case study
- pattern discovery
- machine learning approaches
- model selection
- data mining techniques
- inductive logic programming
- software components
- software tools
- temporal patterns
- software maintenance
- knowledge acquisition
- user interface