Software Engineering for Machine-Learning Applications: The Road Ahead.
Foutse KhomhBram AdamsJinghui ChengMarios FokaefsGiuliano AntoniolPublished in: IEEE Softw. (2018)
Keyphrases
- software engineering
- machine learning
- artificial intelligence
- knowledge engineering
- pattern recognition
- software systems
- software development
- reverse engineering
- learning algorithm
- development process
- object oriented
- explanation based learning
- data mining
- inductive learning
- road network
- decision trees
- programming language
- active learning
- text mining
- software engineers
- software product line
- model selection
- semi supervised learning
- computer science
- learning methodologies
- machine learning methods
- software architecture
- support vector machine
- inductive logic programming
- autonomous vehicles
- machine learning algorithms
- road safety
- road surface
- computer vision
- text classification
- computational intelligence
- supervised learning
- reinforcement learning
- information extraction
- knowledge representation
- data analysis