TACTiS: Transformer-Attentional Copulas for Time Series.
Alexandre DrouinÉtienne MarcotteNicolas ChapadosPublished in: ICML (2022)
Keyphrases
- dynamic time warping
- fuzzy logic
- multivariate time series
- visual search
- non stationary
- stock market
- visual attention
- focus of attention
- subsequence matching
- moving average
- distribution network
- power transformers
- marginal distributions
- high voltage
- handling uncertainty
- quasi periodic
- decision making
- partial discharge
- aggregation functions
- selective attention
- symbolic representation
- autoregressive
- temporal patterns
- multiscale