On 27 February 2026, Anton P. Zhiyanov, a research fellow at the Laboratory of Molecular Physiology, Faculty of Biology and Biotechnology, HSE University, successfully defended his dissertation “Methods for Evaluating the Quality of Linear Classifiers for microRNA Sequence Analysis” before the HSE University Dissertation Council in Computer Science. The thesis develops an axiomatic framework for comparing classification metrics, proposes new statistical tools for verifying linear classifiers, and applies them to the bioinformatics problem of microRNA isoform prediction. By its decision of 26 March 2026, the Dissertation Council conferred the sought-after degree on Anton.