Using EM-algorithm for gene classification

DOI10.1007/S10559-015-9695-ZzbMath1327.93430OpenAlexW1981318862MaRDI QIDQ895079

Anatol M. Gupal, Alexey Ostrovsky, Ivan V. Sergienko

Publication date: 26 November 2015

Published in: Cybernetics and Systems Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10559-015-9695-z

zbMATH Keywords

likelihoodclassificationnucleotideMarkov chainbioinformaticsexonintrongene

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Genetics and epigenetics (92D10)

Related Items (3)

Applying statistical criteria to choose optimal metaparameters in gene fragment recognition ⋮ Predicting gene structure with the use of mixtures of probability distributions ⋮ Dialectic correlation of information and telecommunication technologies manifested through the IT-ICT category

Uses Software

• PRMLT

Cites Work

• Using compositions of Markov models to determine functional gene fragments
• Support-vector networks
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