However, I want to show you clustering of multiple data streams, so from multiple sources (e.g. In R, you can do data stream clustering by stream package, BUT! there are methods only for one stream clustering (not multiple streams). In this post, I will cover one data streams clustering method that was developed by me. For example, they can be very fast, we can not process the whole history of data streams in memory, so we have to do it incrementally or in (e.g.
We have to process them in a fast way and extract from them as much knowledge as we can.ĭata streams have their own specific characteristics for processing and data mining.
For example, they are generated from sensors, web traffic, satellites, and other interesting use cases. Nowadays, data streams occur in many real scenarios.
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