Empirical study: detection of Code Smells with machine learning.
Raimundo Alan Freire MoreiraLucas José Lemos BrazFischer Jônatas FerreiraMárcio André Baima AmoraPublished in: CIbSE (2024)
Keyphrases
- empirical studies
- machine learning
- empirical analysis
- false positives
- detection method
- real world data sets
- pattern recognition
- automatic detection
- object detection
- machine learning methods
- feature selection
- detection algorithm
- explanation based learning
- detection rate
- inductive learning
- source code
- uci datasets
- detection accuracy
- information extraction
- knowledge representation
- data analysis
- false alarms
- computer science
- artificial intelligence
- event detection
- learning tasks
- database
- target detection
- systematic review
- malware detection
- learning systems
- machine learning algorithms
- open source
- computational intelligence
- text mining
- case study
- information systems
- computer vision
- information retrieval
- data mining