Toward Human-in-the-Loop Collaboration Between Software Engineers and Machine Learning Algorithms.
Nathalia Moraes do NascimentoPaulo S. C. AlencarCarlos LucenaDonald D. CowanPublished in: IEEE BigData (2018)
Keyphrases
- machine learning algorithms
- software engineers
- benchmark data sets
- software engineering
- learning algorithm
- machine learning
- software systems
- decision trees
- machine learning methods
- learning problems
- random forests
- reverse engineering
- predictive accuracy
- software maintenance
- machine learning models
- machine learning approaches
- source code
- input features
- program comprehension
- learning tasks
- database applications
- machine learning systems
- open source
- statistical machine learning
- databases
- software developers
- knowledge management
- supervised learning
- information systems