Machine Learning as a Service: Challenges in Research and Applications.
Robert PhilippAndreas MladenowChristine StraussAlexander VölzPublished in: iiWAS (2020)
Keyphrases
- machine learning
- lessons learned
- service providers
- machine learning methods
- real world
- inductive learning
- service oriented
- pattern recognition
- machine learning algorithms
- technical challenges
- information extraction
- information services
- key issues
- service discovery
- model selection
- natural language processing
- management system
- decision trees
- data mining
- supervised learning
- support vector machine
- knowledge representation
- active learning
- service systems
- web services
- information systems
- learning algorithm
- interdisciplinary field
- loosely coupled
- open issues
- service quality
- learning systems
- semi supervised learning
- text mining
- data analysis
- computer science
- genetic algorithm