Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data.
Liwei LuZhijun ZengYan JiangYi ZhuPipi HuPublished in: CoRR (2022)
Keyphrases
- regression method
- aggregate data
- high dimensional
- kernel function
- regression model
- low dimensional
- similarity search
- range queries
- multi dimensional
- high dimensional data
- variable selection
- linear regression
- high dimensionality
- data warehouse
- dimensionality reduction
- knn
- partial least squares
- support vector machine
- dimension reduction
- support vector regression
- statistical databases
- feature space
- relational model
- regression analysis
- nearest neighbor
- k nearest neighbor
- neural network
- data sets
- on line analytical processing
- data mining
- metadata
- integrity constraints
- database