Incorporating Spatial Autocorrelation in Machine Learning Models Using Spatial Lag and Eigenvector Spatial Filtering Features.
Xiaojian LiuOurania KounadiRaúl Zurita-MillaPublished in: ISPRS Int. J. Geo Inf. (2022)
Keyphrases
- machine learning models
- spatial autocorrelation
- spatial filtering
- spatial distribution
- correlation analysis
- machine learning algorithms
- machine learning approaches
- spam filtering
- spatial information
- spatial location
- feature space
- spatial relationships
- learning models
- machine learning
- signal to noise ratio
- feature set
- filtered images
- tissue classification
- feature vectors
- feature extraction
- regression analysis
- co occurrence
- principal component analysis
- median filtering
- image features