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Network k Functions2 years ago
Introduction | The network K-function in spNetwork | The network cross-K-function in spNetwork | Multicore calculation | Space-time K functions | References
Network Kernel Density Estimate2 years ago
Quick introduction to NKDE | The three versions of NKDE | Simple method | Discontinuous NKDE | Continuous NKDE | NKDE in spNetwork | An example with adaptive bandwidth | Applying a correction factor to avoid edge effects | Bandwidth selection | Complementary functions | References
Temporal Network Kernel Density Estimate2 years ago
Introduction | Temporal dimension | Spatial dimension | Spatio-temporal | Adaptive bandwidth
Spatial Fuzzy CMean with R3 years ago
Introduction | Loading the packages and the data | Classical Kmeans | Classical c-means and generalized c-means | Spatial c-means and generalized c-means | Selecting alpha for SFCM | Selecting alpha and beta for SGFCM | Comparing the spatial consistency of FCM, GFCM, SFCM and SGFCM | Interpreting the results of the final classification | Ensuring clustering stability | Advanced example | SFCM with spatial non-local information | Reproductibility | Final words | References
Building graphs4 years ago
Introduction | Calculating the NKDE density | Snapping the accidents to the network | Cutting the lines of the network | Building a graph with the cut lines | Calculating for each node of the graph its centrality
Spatial Weight Matrices4 years ago
Quick introduction to spatial weight matrices | Other features