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03/20/2022
Hybrid classifiers of pairwise Markov models
The article studies segmentation problem (also known as classification p...
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03/15/2021
Regenerativity of Viterbi process for pairwise Markov models
For hidden Markov models one of the most popular estimates of the hidden...
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08/10/2020
Estimating the logarithm of characteristic function and stability parameter for symmetric stable laws
Let X_1,…,X_n be an i.i.d. sample from symmetric stable distribution wit...
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04/17/2020
MAP segmentation in Bayesian hidden Markov models: a case study
We consider the problem of estimating the maximum posterior probability ...
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02/27/2019
An evolutionary model that satisfies detailed balance
We propose a class of evolutionary models that involves an arbitrary exc...
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02/05/2018
Estimation of Viterbi path in Bayesian hidden Markov models
The article studies different methods for estimating the Viterbi path in...
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10/27/2017
Quantifying the Estimation Error of Principal Components
Principal component analysis is an important pattern recognition and dim...
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07/21/2010
A generalized risk approach to path inference based on hidden Markov models
Motivated by the unceasing interest in hidden Markov models (HMMs), this...
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02/18/2010