Large-Scale Spatial Prediction by Scalable Geographically Weighted Regression: Comparative Study (Short Paper).
Daisuke MurakamiNarumasa TsutsumidaTakahiro YoshidaTomoki NakayaPublished in: COSIT (2022)
Keyphrases
- comparative study
- web scale
- prediction accuracy
- massive scale
- linear regression model
- spatial information
- prediction algorithm
- prediction error
- regression model
- small scale
- predictive clustering trees
- prediction model
- model selection
- real life
- spatial databases
- high scalability
- spatial data
- spatio temporal
- data intensive
- target variable
- scalable video coding
- real world
- distributed data
- spatial distribution
- spatial and temporal
- partial least squares
- regression problems
- geographic information systems
- spatial relations
- multiple linear regression
- scheduling problem
- polynomial regression
- data sets