Evolving Markov Chains: Online Mode Discovery and Recognition from Data Streams
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Markov chains are simple yet powerful mathematical structures to model temporally dependent processes. They generally assume stationary data, i.e., fixed transition probabilities between observations/states. However, live, real-world processes, like in the con... ...