Localized Supervised Metric Learning on Temporal Physiological Data.
Jimeng SunDaby M. SowJianying HuShahram EbadollahiPublished in: ICPR (2010)
Keyphrases
- metric learning
- physiological data
- semi supervised
- temporal patterns
- multivariate time series
- distance metric
- pairwise
- physiological signals
- learning tasks
- temporal data
- unsupervised learning
- dimensionality reduction
- multi task
- temporal constraints
- semi supervised learning
- temporal information
- supervised learning
- feature space
- distance function
- learning algorithm
- temporal reasoning
- patient data
- intensive care
- feature selection
- active learning
- pattern discovery
- machine learning
- labeled data
- cluster analysis
- learning problems
- dimension reduction
- unlabeled data
- distance measure
- computer vision
- prior knowledge