Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series.
Nghia Duong-TrungStefan BornKiran MadhusudhananRandolf ScholzJohannes BurchertDanh Le PhuocLars Schmidt-ThiemePublished in: CoRR (2022)
Keyphrases
- temporal patterns
- multivariate time series
- multivariate time series data
- visual attention
- temporal data
- saliency map
- time stamped
- temporal sequences
- temporal constraints
- surprising patterns
- temporal information
- pattern discovery
- spatio temporal
- temporal characteristics
- recurring patterns
- temporal dependencies
- temporal reasoning
- temporal evolution
- temporal abstractions
- temporal events
- stock data
- temporal association rules
- spatio temporal data
- temporal relationships
- temporal order
- abnormal patterns
- salient object detection
- spatial features
- event types
- image sequences
- visual saliency
- temporal relations
- autoregressive
- spatial and temporal
- vision system
- input image
- video sequences