RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data.
Chin-Chia Michael YehYujie FanXin DaiUday Singh SainiVivian LaiPrince Osei AboagyeJunpeng WangHuiyuan ChenYan ZhengZhongfang ZhuangLiang WangWei ZhangPublished in: KDD (2024)
Keyphrases
- temporal data
- random projections
- spatial data
- temporal databases
- temporal information
- temporal relationships
- dimensionality reduction
- spatial information
- dimension reduction
- image reconstruction
- original data
- sparse representation
- random sampling
- temporal patterns
- spatial and temporal
- hash functions
- document clustering
- high dimensionality
- low dimensional
- principal component analysis
- data streams
- feature space
- search engine
- data sets
- temporal reasoning
- active learning
- spatio temporal
- data analysis