Interactive Deep Metric Learning for Healthcare Cohort Discovery.
Yang WangGuodong LongXueping PengAllison ClarkeRobin StevensonLeah GerrardPublished in: AusDM (2019)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- learning tasks
- pairwise
- machine learning and pattern recognition
- nearest neighbor classification
- person re identification
- distance function
- multi task
- semi supervised clustering
- feature space
- mahalanobis metric
- dimensionality reduction
- maximum variance unfolding
- semi supervised learning
- data mining
- knowledge discovery
- decision trees
- neural network
- kernel learning
- supervised learning
- knn
- domain knowledge
- subject to linear constraints