Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries


A spatial time series dataset is a collection of time series, each referencing a location in a common spatial framework. Correlation analysis is often used to identify pairs of potentially interacting elements from the cross product of two spatial time series datasets (the two datasets may be the same). However, the computational cost of correlation… (More)
DOI: 10.1007/978-3-540-45072-6_26


10 Figures and Tables


Citations per Year

Citation Velocity: 8

Averaging 8 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.