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Registration Number

0216U000568, 0113U002193 , R & D reports

Title

Development of models and methods of analysis of complex objects

Head

Raspopov Viktor Borisovich, Кандидат фізико-математичних наук

Registration Date

08-02-2016

Organization

Applied Informatics Research and Training Center of NASU

Description

The structures of multidimensional objects are investigated. New methods and algorithms of prognostication, classifications and clusterizations that are the constituent of any modern analysis of data, are worked out. Methods that is offered are based on an association of geometrical and statistical approaches. They will find application anywhere that there is a requirement in the analysis of multidimensional data of difficult structure. The rules of symmetry are set for models with identical polarity of filaments of DNA. It is well-proven that symmetry of short sequences ensues from symmetry of sequences of grounds. On the basis of model of chains the Markov is shown that symmetry for the short sequences of grounds hatches from symmetry of pairs of grounds. Studies of properties of symmetry are undertaken in the record of amino acid sequences of proteins on two opposite filaments of genomes of higher organisms. For organisms with a simple structure experimentally confirmed a genome, that from symmetry of sequences of bases symmetry of amino acids swims out in the squirrel synthesized on the rows of DNA. The model of recognition of functional areas of genes is worked out in DNA on the basis of models of Markov with the hidden variables. Application of algorithms is shown on the basis of models of chains of Markov different orders for recognition of fragments of genes of genomes of higher organisms. The effective methods of foresight of spatial structure of proteins are worked out on the basis of procedure of recognition on the chains of Markov. A report consists of 4 parts, a general volume is 200 pages, fig. - 55, table. - 12, a list of references is 46 titles.

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Броварник Вячеслав Володимирович
Вагіс Олександра Анатоліївна
Гупал Анатолій Михайлович
Мінько Олександр Олександрович
Ткачов Ігор Іванович