Tracing with Less Data: Active Learning for Classification-Based Traceability Link Recovery.
Chris MillsJavier Escobar-AvilaAditya BhattacharyaGrigoriy KondyukovShayok ChakrabortySonia HaiducPublished in: ICSME (2019)
Keyphrases
- active learning
- data sets
- data collection
- database
- raw data
- data processing
- data points
- training samples
- image data
- data analysis
- machine learning
- feature space
- data sources
- data structure
- data distribution
- supervised learning
- input data
- decision trees
- image classification
- data quality
- data mining
- life cycle
- spatial data
- training data
- training set
- semi supervised
- knowledge discovery
- feature vectors
- high dimensional