Boris Mirkin

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Using taxonomies and aggregate rankings for measuring research impact.

Boris Mirkin, Mikhail A. Orlov, 2015 .

Braverman Readings in Machine Learning. Key Ideas from Inception to Current State

Boris Mirkin, Lev Rozonoer, Ilya Muchnik, 2018, Lecture Notes in Computer Science.

Removing redundant features via clustering : preliminary results in mental task separation

Renato Cordeiro de Amorim, Boris Mirkin, 2013 .

Core Partitioning: K-means and Similarity Clustering

Boris Mirkin, B. Mirkin, 2019, Core Data Analysis: Summarization, Correlation, and Visualization.

Core Clustering as a Tool for Tackling Noise in Cluster Labels

Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris Mirkin, 2019, J. Classif..

What Is Clustering

Boris Mirkin, 2005 .

Selecting the Minkowski Exponent for Intelligent K-Means with Feature Weighting

Renato Cordeiro de Amorim, Boris Mirkin, 2014 .

Learning Multivariate Correlations in Data

Boris Mirkin, B. Mirkin, 2011 .

Clustering Proteins and Reconstructing Evolutionary Events

Boris Mirkin, B. Mirkin, 2010 .

Ward Hierarchical Clustering

Boris Mirkin, 2005 .

Clustering for Data Mining

Boca Raton, Boris Mirkin, 2005 .

1D Analysis: Summarization and Visualization of a Single Feature

Boris Mirkin, 2011 .

Methods of pattern analysis in statics and dynamics, part 1 : Literature rewiew and clarification of the term

Fuad Aleskerov, Veronika Belousova, Boris Mirkin, 2013 .

The Iterative Extraction Approach to Clustering

Boris Mirkin, B. Mirkin, 2008 .

A Method for Audience Extending in Programmatic Advertising by Using Parsimonious Generalization of User Segments

Dmitry Frolov, Zina Taran, Boris Mirkin, 2019, IHIET.

Resilient Perimeter Control of Macroscopic Fundamental Diagram Networks under Cyberattacks

Boris Mirkin, Jack Haddad, 2019 .

A method for classifying mental tasks in the space of EEG transforms

John Q. Gan, Renato Cordeiro de Amorim, Boris Mirkin, 2009 .

Clustering for contingency tables: boxes and partitions

Boris Mirkin, B. Mirkin, 1996, Stat. Comput..

A top-down method for building genome classification trees with linear binary hierarchies

Eugene V. Koonin, Boris Mirkin, E. Koonin, 2001, Bioconsensus.

Using phrase-to-text relevance score to annotate research publications

Ekaterina Chernyak, Boris Mirkin, 2014 .

K-Means Clustering and Related Approaches

Boris Mirkin, 2012 .

Ward Hierarchical Clustering

Boris Mirkin, 2005 .

K-Means and Related Clustering Methods

Boris Mirkin, B. Mirkin, 2011 .

Robust Adaptive Output-Feedback Tracking for a Class of Nonlinear Time-Delayed Plants

Per-Olof Gutman, Boris Mirkin, 2010, IEEE Transactions on Automatic Control.

Adaptive output-feedback tracking: The case of MIMO plants with unknown, time-varying state delay

Per-Olof Gutman, Boris Mirkin, P. Gutman, 2009, Syst. Control. Lett..

Introduction: What Is Core

Boris Mirkin, B. Mirkin, 2011 .

Least-Squares Data Recovery Clustering Models

Boris Mirkin, 2012 .

A Measure of Domain of Applicability for QSAR Modelling Based on Intelligent K-Means Clustering

Boris Mirkin, Robert Stanforth, Evgueni Kolossov, 2007 .

A Suffix Tree Approach to Text Categorisation Applied to Spam Filtering

Mark Levene, Boris Mirkin, Rajesh Pampapathi, 2005 .

Multivariable output feedback robust adaptive tracking control design for a class of delayed systems

Per-Olof Gutman, Boris Mirkin, 2015, Int. J. Syst. Sci..

Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering

Renato Cordeiro de Amorim, Boris Mirkin, B. Mirkin, 2012, Pattern Recognit..

Geometry of Data Sets

Boris Mirkin, 1996 .

Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research

Fionn Murtagh, Boris Mirkin, Michael Orlov, 2016, J. Classif..

ACM Classification Can Be Used for Representing Research Organizations

Luís Moniz Pereira, Boris Mirkin, Susana Nascimento, 2007 .

Summary and Semi-average Similarity Criteria for Individual Clusters

Boris Mirkin, B. Mirkin, 2013 .

Validation and Interpretation

Boris Mirkin, B. Mirkin, 2012 .

Approximate and Spectral Clustering for Network and Affinity Data

Boris Mirkin, B. Mirkin, 2011 .

Methods of pattern analysis in statics and dynamics, part 2: Examples of application for social and economic processes analysis

Fuad Aleskerov, Veronika Belousova, Boris Mirkin, 2013 .

Principal Component Analysis and SVD

Boris Mirkin, B. Mirkin, 2011 .

K-Means Clustering

Boris Mirkin, 2005 .

Approximation Clustering as a Framework for Solving Challenging Problems in Processing Massive Data

Boris Mirkin, 1998 .

Classes and Clusters

Boris Mirkin, 1996 .

Three Aspects of the Research Impact by a Scientist: Measurement Methods and an Empirical Evaluation

Boris Mirkin, Michael Orlov, B. Mirkin, 2015 .

Clustering Algorithms: a Review

Boris Mirkin, 1996 .

Method for Intelligent Representation of Research Activities of an Organization over a Taxonomy of Its Field

Susana Nascimento, Boris Mirkin, Luís Moniz Pereira, 2012 .

Clustering: A Data Recovery Approach, Second Edition

Boris Mirkin, 2012 .

Braverman's Spectrum and Matrix Diagonalization Versus iK-Means: A Unified Framework for Clustering

Boris Mirkin, 2017, Braverman Readings in Machine Learning.

George Loizou, Trevor Fenner, Paul Kellam, 2010 .

Distance and Consensus for Preference Relations Corresponding to Ordered Partitions

Trevor Fenner, Boris Mirkin, B. Mirkin, 2019, Journal of Classification.

Data analysis, mathematical statistics, machine learning, data mining: Similarities and differences

Boris Mirkin, B. Mirkin, 2011, 2011 International Conference on Advanced Computer Science and Information Systems.

AST Method for Scoring String-to-text Similarity

Ekaterina Chernyak, Boris Mirkin, 2014 .

Least-Squares Hierarchical Clustering

Boris Mirkin, 2016 .

Misha Braverman: My Mentor and My Model

Boris Mirkin, 2017, Braverman Readings in Machine Learning.