Using Search-Based Software Testing to Guide the Strive for Robust Machine Learning Components: Lessons Learned Across Systems and Simulators in the Mobility Domain.
Markus BorgPublished in: ICST Workshops (2022)
Keyphrases
- lessons learned
- machine learning
- future directions
- case study
- learning systems
- information extraction
- building blocks
- management system
- software components
- artificial intelligence
- machine learning methods
- participatory design
- text classification
- machine learning approaches
- learning tasks
- specific domains
- complex systems
- machine learning algorithms
- domain specific
- knowledge based systems
- distributed systems
- real world
- text mining
- natural language processing
- mobile devices
- expert systems
- pattern recognition
- decision trees
- feature selection
- computer vision
- data mining