Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: 9th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2022
Год издания: 2022
Идентификатор DOI: 10.1007/978-3-031-07704-3_17
Ключевые слова: clustering, elastic map, structure, triplet frequency
Аннотация: We used unsupervised nonlinear clustering to reveal the interplay between structure of nucleotide sequences and the taxonomy of their bearers. Triplet frequency composition is referred to a structure, and taxonomy is determined through standard morphology and physiology of bacteria. Soft 16 × 16 elastic map has been used for clusteПоказать полностьюring. Some preliminary results are presented here approving the high efficiency of such approach to phylogeny analysis. Further applications to medicine are discussed. © 2022, Springer Nature Switzerland AG.
Журнал: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Выпуск журнала: Vol. 13346 LNBI
Номера страниц: 205-215
ISSN журнала: 03029743
Издатель: Springer Science and Business Media Deutschland GmbH