Design Patterns for Monitoring and Prediction Machine Learning Systems: Systematic Literature Review and Cluster Analysis.
Richard MayTobias NiemandPaul ScholzThomas LeichPublished in: ICSOFT (2023)
Keyphrases
- cluster analysis
- literature review
- design patterns
- machine learning systems
- machine learning
- categorical data
- object oriented
- software engineering
- prediction accuracy
- case study
- machine learning algorithms
- clustering method
- data mining
- k means
- unsupervised learning
- learning systems
- learning classifier systems
- software architecture
- hierarchical latent class models
- artificial intelligence
- data analysis
- software systems
- clustering algorithm
- process model
- data mining techniques
- fuzzy clustering
- learning objects
- database systems
- metadata
- e learning
- association rules
- supervised learning algorithms
- learning algorithm
- database