A Linear Time Approach to Computing Time Series Similarity Based on Deep Metric Learning.
Di YaoGao CongChao ZhangXuying MengRongchang DuanJingping BiPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- mahalanobis metric
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- machine learning and pattern recognition
- person re identification
- learning tasks
- feature space
- nearest neighbor classification
- semi supervised clustering
- multi task
- dimensionality reduction
- dynamic time warping
- distance function
- data sets
- labeled data
- maximum variance unfolding
- subject to linear constraints