ML-On-Rails: Safeguarding Machine Learning Models in Software Systems - A Case Study.
Hala AbdelkaderMohamed AbdelrazekScott BarnettJean-Guy SchneiderPriya RaniRajesh VasaPublished in: CAIN (2024)
Keyphrases
- software systems
- machine learning models
- spam filtering
- machine learning algorithms
- source code
- software engineering
- machine learning approaches
- maximum likelihood
- software development
- machine learning
- software design
- software components
- case study
- software architecture
- open source
- linux kernel
- predictive model
- learning models
- software maintenance
- design patterns
- software developers
- software engineers
- software testing
- complex software systems
- software quality
- software evolution
- component based software
- text classification
- object oriented
- relational databases
- cooperative
- artificial intelligence