iMet: Interactive Metric Learning in Healthcare Applications.
Fei WangJimeng SunJianying HuShahram EbadollahiPublished in: SDM (2011)
Keyphrases
- metric learning
- distance metric
- semi supervised
- distance metric learning
- pairwise
- learning tasks
- multi task
- dimensionality reduction
- semi supervised clustering
- machine learning and pattern recognition
- person re identification
- nearest neighbor classification
- distance function
- mahalanobis metric
- feature space
- subject to linear constraints
- semi supervised learning
- computer vision
- supervised learning
- semi definite programming
- margin maximization
- background knowledge
- kernel function
- multi class
- active learning
- feature vectors
- pattern recognition
- training data
- machine learning
- data mining