Attention to Warp: Deep Metric Learning for Multivariate Time Series.
Shinnosuke MatsuoXiaomeng WuGantugs AtarsaikhanAkisato KimuraKunio KashinoBrian Kenji IwanaSeiichi UchidaPublished in: CoRR (2021)
Keyphrases
- metric learning
- multivariate time series
- distance metric
- learning tasks
- pairwise
- semi supervised
- distance function
- multi task
- dimensionality reduction
- dimension reduction
- categorical data
- temporal data
- feature space
- temporal patterns
- autoregressive
- high dimensional
- data sets
- semi supervised learning
- knn
- preprocessing
- pattern recognition
- feature extraction
- machine learning
- data mining