ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study.
Hala AbdelkaderMohamed AbdelrazekScott BarnettJean-Guy SchneiderPriya RaniRajesh VasaPublished in: CoRR (2024)
Keyphrases
- software systems
- machine learning models
- machine learning algorithms
- spam filtering
- software engineering
- source code
- machine learning approaches
- software design
- software development
- software components
- maximum likelihood
- software engineers
- software maintenance
- software architecture
- machine learning
- case study
- component based software
- software evolution
- multi agent systems
- predictive model
- decision trees
- software intensive systems
- software quality
- software testing
- software developers
- learning models
- database systems
- operating system
- open source
- design patterns
- knowledge management
- e learning
- feature selection
- similarity measure
- relational databases
- artificial intelligence
- software repositories
- neural network
- complex software systems
- web applications