Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data.
Liwei LuZhijun ZengYan JiangYi ZhuPipi HuPublished in: J. Comput. Phys. (2024)
Keyphrases
- regression method
- aggregate data
- high dimensional
- kernel function
- regression model
- partial least squares
- low dimensional
- range queries
- linear regression
- relational model
- support vector regression
- dimension reduction
- multi dimensional
- feature space
- knn
- dimensionality reduction
- data warehouse
- similarity search
- regression analysis
- variable selection
- support vector machine
- databases
- database technology
- data sets
- high dimensionality
- pattern recognition
- discriminant analysis
- database
- database management systems
- k nearest neighbor
- data model
- neural network
- on line analytical processing
- support vector