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stat.ME2022★ 1 cited
Hybrid classifiers of pairwise Markov models
Kristi Kuljus, Jüri Lember
The article studies segmentation problem (also known as classification problem) with pairwise Markov models (PMMs). A PMM is a process where the observation process and underlying…
stat.ME2013
On the accuracy of the Viterbi alignment
Kristi Kuljus, Jüri Lember
In a hidden Markov model, the underlying Markov chain is usually hidden. Often, the maximum likelihood alignment (Viterbi alignment) is used as its estimate. Although having the bi…