Machine learning in AI Factories - five theses for developing, managing and maintaining data-driven artificial intelligence at large scale.
Wolfgang HildesheimTaras HoloyadThomas SchmidPublished in: it Inf. Technol. (2023)
Keyphrases
- artificial intelligence
- data driven
- machine learning
- ai systems
- ai methods
- knowledge representation
- computational intelligence
- ai technologies
- pattern recognition
- expert systems
- intelligent systems
- small scale
- management tools
- real life
- learning tasks
- feature selection
- software engineering
- machine learning methods
- knowledge representation and reasoning
- ai community
- theoretical computer science
- intelligent behavior
- machine learning algorithms
- real world
- knowledge based systems
- computer science
- natural language processing
- human learning
- learning algorithm
- active learning
- information extraction
- ambient intelligence
- case based reasoning
- computational linguistics
- machine intelligence
- knowledge acquisition
- text mining
- human level
- support vector machine
- inductive learning
- statistical methods
- computational logic
- areas of computer science
- areas of artificial intelligence
- artificial intelligence in education