Architectural Design Decisions for Machine Learning Deployment.
Stephen John WarnettUwe ZdunPublished in: ICSA (2022)
Keyphrases
- design decisions
- architectural design
- machine learning
- design issues
- design processes
- design process
- design solutions
- design choices
- participatory design
- feature selection
- learning algorithm
- pattern recognition
- trade off
- decision trees
- statistical methods
- machine learning methods
- knowledge acquisition
- design principles
- computational intelligence
- reinforcement learning
- computer vision
- artificial intelligence
- data mining
- machine learning algorithms
- natural language processing
- learning tasks
- information extraction
- computer science
- design science
- databases
- text mining
- knowledge representation
- tool support
- real world