Naming the Pain in Machine Learning-Enabled Systems Engineering.
Marcos KalinowskiDaniel MéndezGörkem GirayAntonio Pedro Santos AlvesKelly AzevedoTatiana EscovedoHugo VillamizarHélio LopesMaria Teresa BaldassarreStefan WagnerStefan BifflJürgen MusilMichael FeldererNiklas LavessonTony GorschekPublished in: CoRR (2024)
Keyphrases
- systems engineering
- machine learning
- computational biology
- software engineering
- knowledge extraction
- systems development
- design thinking
- machine learning methods
- requirements engineering
- industrial applications
- explanation based learning
- pattern recognition
- topics covered include
- information extraction
- decision trees
- learning algorithm
- machine learning algorithms
- inductive learning
- knowledge acquisition
- learning systems
- artificial intelligence
- natural language processing
- data mining
- computational intelligence
- web information systems
- computational modeling
- machine learning approaches
- engineering and computer science
- computer vision
- feature selection
- e learning
- case study
- databases
- reinforcement learning
- active learning
- text mining
- inductive logic programming
- statistical methods
- distributed systems