Adaptive Kernel Smoothing Regression for Spatio-Temporal Environmental Datasets.
Federico Montesino-PouzolsAmaury LendassePublished in: ESANN (2011)
Keyphrases
- spatio temporal
- spatio temporal data
- spatio temporal patterns
- nonparametric regression
- kernel ridge regression
- support vector
- gaussian processes
- benchmark datasets
- kernel regression
- sparse kernel
- kernel function
- spatial and temporal
- reproducing kernel hilbert space
- relevance vector machine
- classification and regression problems
- linear regression
- kernel methods
- data sets
- gradient boosting
- action recognition in videos
- gaussian kernels
- kernel matrix
- regression analysis
- regression model
- space time
- moving objects