caa a22 4500 605518793 CHVBK 20210128100727.0 cr unu---uuuuu 210128e20150501xx s 000 0 eng 10.1007/s10559-015-9728-7 doi (NATIONALLICENCE)springer-10.1007/s10559-015-9728-7 Predicting Gene Structure with the Use of Mixtures of Probability Distributions [Elektronische Daten] [I. Sergienko, A. Gupal, A. Ostrovskiy] The authors consider the problem of reconstruction of hidden state sequences for mixture distributions with constituents described by the generalization of high-order Markov chains and hidden Markov models. A new algorithm to solve the problem using dynamic programming is proposed, as well as its modifications to eliminate recursion and reduce search. The results are applied to the problem of gene fragment recognition in plants. Springer Science+Business Media New York, 2015 Markov chain nationallicence hidden variables nationallicence gene nationallicence bioinformatics nationallicence nucleotide nationallicence exon nationallicence intron nationallicence likelihood nationallicence Sergienko I. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut Gupal A. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut Ostrovskiy A. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut Cybernetics and Systems Analysis Springer US; http://www.springer-ny.com 51/3(2015-05-01), 361-369 1060-0396 51:3<361 2015 51 10559 https://doi.org/10.1007/s10559-015-9728-7 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s10559-015-9728-7 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Sergienko I. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut NATIONALLICENCE 700 1- Gupal A. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut NATIONALLICENCE 700 1- Ostrovskiy A. V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine aut NATIONALLICENCE 773 0- Cybernetics and Systems Analysis Springer US; http://www.springer-ny.com 51/3(2015-05-01), 361-369 1060-0396 51:3<361 2015 51 10559