Software engineering for machine learning: a case study.
Saleema AmershiAndrew BegelChristian BirdRobert DeLineHarald C. GallEce KamarNachiappan NagappanBesmira NushiThomas ZimmermannPublished in: ICSE (SEIP) (2019)
Keyphrases
- software engineering
- machine learning
- knowledge engineering
- artificial intelligence
- learning algorithm
- software systems
- machine learning algorithms
- explanation based learning
- case study
- data mining
- machine learning methods
- learning tasks
- reverse engineering
- software maintenance
- test bed
- active learning
- software engineers
- knowledge acquisition
- natural language processing
- machine learning and data mining
- software development
- text classification
- programming language
- decision trees
- information systems
- information extraction
- relational databases
- data analysis
- pattern recognition
- development process
- learning problems
- computer vision
- genetic algorithm
- model selection
- object oriented
- systems development
- database
- text mining
- development methodologies
- software projects
- information retrieval
- support vector
- inductive learning
- inductive logic programming
- natural language
- kernel methods
- statistical methods
- software architecture
- supervised learning
- open source