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Boris Mirkin
Researcher at National Research University – Higher School of Economics
Publications - 182
Citations - 7183
Boris Mirkin is an academic researcher from National Research University – Higher School of Economics. The author has contributed to research in topics: Cluster analysis & Adaptive control. The author has an hindex of 35, co-authored 178 publications receiving 6722 citations. Previous affiliations of Boris Mirkin include Central Economics and Mathematics Institute & Russian Academy.
Papers
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Book ChapterDOI
Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences
TL;DR: The method, ParGenFS, globally minimizes a penalty function combining the numbers of head subjects and gaps and offshoots, differently weighted, and shows that these head subjects effectively extend the size of targeted audiences at least twice without loosing quality.
Book ChapterDOI
Principal Component Analysis and SVD
Boris Mirkin,Boris Mirkin +1 more
TL;DR: This chapter describes the method of principal components (PCA) as a method for fitting a data-driven data summarization model that proposes that the data entries, up to the errors, are products of hidden factor scores and feature loadings.
Journal ArticleDOI
Multivariable output feedback robust adaptive tracking control design for a class of delayed systems
Boris Mirkin,Per-Olof Gutman +1 more
TL;DR: A model reference adaptive control scheme for a class of multi-input multi-output nonlinearly perturbed dynamic systems with unknown time-varying state delays which is also robust with respect to an external disturbance with unknown bounds is developed.
Proceedings ArticleDOI
Link and bottleneck link set functions and multiresolution structural clusters
Boris Mirkin,Ilya Muchnik +1 more
TL;DR: A method for structural clustering is proposed based on information about entity-to-set interactions that can be easily collected in digitalized images based on the multiscale structure of the problem of maximization of a so-called bottleneck link function.
Book ChapterDOI
Methods for interpretation of data in medical informatics
Boris Mirkin,Boris Mirkin +1 more
TL;DR: An outline of a few methods in an emerging field of data analysis, ”data interpretation”, is given as pertaining to medical informatics and being parts of a general interpretation issue.