Operationalizing Machine Learning Using Requirements-Grounded MLOps.
Milos BastajicJonatan Boman KarinenJennifer HorkoffPublished in: REFSQ (2024)
Keyphrases
- machine learning
- learning algorithm
- knowledge representation
- user requirements
- pattern recognition
- machine learning methods
- machine learning algorithms
- feature selection
- knowledge engineering
- information extraction
- learning tasks
- data mining
- decision trees
- data analysis
- machine learning and data mining
- learning problems
- computational biology
- model selection
- inductive learning
- knowledge acquisition
- active learning
- reinforcement learning
- information systems
- functional requirements
- database
- real time systems
- computational intelligence
- computer science
- computer vision
- neural network
- data sets
- real time