Geographic Information Systems Asked by Rourich on December 15, 2020
We have a dataset of approximately 30 million new points per month (latitude, longitude, and a measurement associated with that point).
So far, we have applied DBSCAN to generate a monthly map such that the plotted points are:
The problem is that from now instead of making a different map each month with the new data, we want to make a map that includes the new data.
Therefore, I have one question:
Would it make sense to apply DBSCAN using both the new data from one month plus the previously calculated centroids, as if these centroids were a raw dataset? (would be an incremental approximation)
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