Deep Metric Learning for Software Change-Proneness Prediction.
Yongxin GeMin ChenChao LiuFeiyi ChenSheng HuangHongxing WangPublished in: IScIDE (2018)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- pairwise
- learning tasks
- distance function
- multi task
- dimensionality reduction
- nearest neighbor classification
- mahalanobis metric
- person re identification
- feature space
- software systems
- semi supervised clustering
- learning algorithm
- high dimensional
- image processing
- subject to linear constraints
- maximum variance unfolding
- background knowledge
- distance measure
- pattern recognition
- reinforcement learning
- training data