Boris G. Mirkin

发表

A Lattice-based Consensus Clustering Algorithm

Artem Bocharov, Dmitry Gnatyshak, Dmitry I. Ignatov, 2016, CLA.

Ideal type model and an associated method for relational fuzzy clustering

Boris G. Mirkin, Susana Nascimento, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Linear embedding of binary hierarchies and its applications

Boris G. Mirkin, B. Mirkin, 1996, Mathematical Hierarchies and Biology.

A-Wardpβ: Effective hierarchical clustering using the Minkowski metric and a fast k-means initialisation

Boris G. Mirkin, Renato Cordeiro de Amorim, Vladimir Makarenkov, 2016, Inf. Sci..

Experiments for the Number of Clusters in K-Means

Boris G. Mirkin, Mark Ming-Tso Chiang, B. Mirkin, 2007, EPIA Workshops.

Building Fuzzy Thematic Clusters and Mapping Them to Higher Ranks in a Taxonomy

Luís Moniz Pereira, Trevor I. Fenner, Boris G. Mirkin, 2010, Int. J. Softw. Informatics.

Deriving Corporate Social Responsibility Patterns in the MSCI Data

Boris G. Mirkin, Zina Taran, B. Mirkin, 2019, BIS.

Proportional Membership in Fuzzy Clustering as a Model of Ideal Types

Fernando Moura-Pires, Boris G. Mirkin, Susana Nascimento, 2001, EPIA.

Aggregating Homologous Protein Families in Evolutionary Reconstructions of Herpesviruses

Trevor I. Fenner, George Loizou, Boris G. Mirkin, 2006, 2006 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology.

A Hybrid Cluster-Lift Method for the Analysis of Research Activities

Luís Moniz Pereira, Trevor I. Fenner, Boris G. Mirkin, 2010, HAIS.

Concept Learning and Feature Selection Based on Square-Error Clustering

Boris G. Mirkin, B. Mirkin, 1999, Machine Learning.

Layered clusters of tightness set functions

Ilya B. Muchnik, Boris G. Mirkin, 2002, Appl. Math. Lett..

Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads

Boris G. Mirkin, Mark Ming-Tso Chiang, B. Mirkin, 2010, J. Classif..

A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images

Boris G. Mirkin, Susana Nascimento, Sérgio Casca, 2015, Comput. Geosci..

Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices

Boris G. Mirkin, Susana Nascimento, B. Mirkin, 2012, Inf. Sci..

Reinterpreting the Category Utility Function

Boris G. Mirkin, B. Mirkin, 2001, Machine Learning.

Federations and transitive group choice

Boris G. Mirkin, 1982, Math. Soc. Sci..

Cluster-Lift Method for Mapping Research Activities over a Concept Tree

Luís Moniz Pereira, Boris G. Mirkin, Susana Nascimento, 2010, Advances in Machine Learning II.

Laplacian normalization for deriving thematic fuzzy clusters with an additive spectral approach

Boris G. Mirkin, Susana Nascimento, Rui Felizardo, 2013, Expert Syst. J. Knowl. Eng..

Triadic Formal Concept Analysis and triclustering: searching for optimal patterns

Sergei O. Kuznetsov, Dmitry Gnatyshak, Dmitry I. Ignatov, 2015, Machine Learning.

Computational Statistics and Data Analysis Algorithms for Additive Clustering of Rectangular Data Tables

Iven Van Mechelen, Boris G. Mirkin, Dirk Depril, 2022 .

A One-by-One Method for Community Detection in Attributed Networks

Boris G. Mirkin, Soroosh Shalileh, B. Mirkin, 2020, IDEAL.

Approximation of Association Data by Structures and Clusters

Boris G. Mirkin, B. Mirkin, 1993, Quadratic Assignment and Related Problems.

A suffix tree approach to anti-spam email filtering

Mark Levene, Boris G. Mirkin, Rajesh Mysore Pampapathi, 2006, Machine Learning.

A Clustering-Based Approach to Reduce Feature Redundancy

Boris G. Mirkin, Renato Cordeiro de Amorim, B. Mirkin, 2016, KICSS.

Comparison of annotating duplication, tree mapping, and copying as methods to compare gene trees with species trees

Martin Vingron, Oliver Eulenstein, Boris G. Mirkin, 1996, Mathematical Hierarchies and Biology.

Detection of an Unspecified Number of Communities in Feature-Rich Networks

Boris G. Mirkin, Soroosh Shalileh, B. Mirkin, 2020, MARAMI.

MFWK-Means: Minkowski metric Fuzzy Weighted K-Means for high dimensional data clustering

Boris G. Mirkin, Hansheng Lei, L. Svetlova, 2013, 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI).

Conceptual Maps: Construction Over a Text Collection and Analysis

Boris G. Mirkin, Ekaterina Chernyak, Egor N. Morenko, 2014, AIST.

Core Concepts in Data Analysis: Summarization, Correlation and Visualization

Boris G. Mirkin, B. Mirkin, 2011, Undergraduate Topics in Computer Science.

Method for Generalization of Fuzzy Sets

Trevor I. Fenner, Boris G. Mirkin, Susana Nascimento, 2019, ICAISC.

Thematic Fuzzy Clusters with an Additive Spectral Approach

Boris G. Mirkin, Susana Nascimento, Rui Felizardo, 2011, EPIA.

Modeling proportional membership in fuzzy clustering

Fernando Moura-Pires, Boris G. Mirkin, Susana Nascimento, 2003, IEEE Trans. Fuzzy Syst..

A Method for Refining a Taxonomy by Using Annotated Suffix Trees and Wikipedia Resources

Boris G. Mirkin, Ekaterina Chernyak, 2014, ITQM.

Book review “Cell formation in industrial engineering: theory, algorithms and experiments” by Boris Goldengorin, Dmitry Krushinsky, Panos M. Pardalos

Boris G. Mirkin, 2015, Optim. Lett..

Developing Additive Spectral Approach to Fuzzy Clustering

Boris G. Mirkin, Susana Nascimento, B. Mirkin, 2011, RSFDGrC.

Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree

Trevor I. Fenner, Boris G. Mirkin, Susana Nascimento, 2019, WCGO.

A Biologically Consistent Model for Comparing Molecular Phylogenies

Ilya B. Muchnik, Boris G. Mirkin, Temple F. Smith, 1995, J. Comput. Biol..

Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in a Taxonomy

Luís Moniz Pereira, Trevor I. Fenner, Boris G. Mirkin, 2010, KSEM.

The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning

Boris G. Mirkin, Renato Cordeiro de Amorim, Vladimir Makarenkov, 2017, Pattern Recognit..

Least Square Consensus Clustering: Criteria, Methods, Experiments

Boris G. Mirkin, Andrey Shestakov, 2013, ECIR.

Comments on "Exact output tracking in decentralized adaptive control"

Boris G. Mirkin, 2003, IEEE Trans. Autom. Control..

Nearest neighbour approach in the least-squares data imputation algorithms

Ito Wasito, Boris G. Mirkin, B. Mirkin, 2005, Inf. Sci..

Special Issue on Profiling Expertise and Behaviour

Mark Levene, Boris G. Mirkin, 2009, Comput. J..

Approximate Bicluster and Tricluster Boxes in the Analysis of Binary Data

Boris G. Mirkin, Andrey V. Kramarenko, B. Mirkin, 2011, RSFDGrC.

Representing a Computer Science Research Organization on the ACM Computing Classification System

Luís Moniz Pereira, Boris G. Mirkin, Susana Nascimento, 2008, ICCS Supplement.

Core Data Analysis: Summarization, Correlation, and Visualization

Boris G. Mirkin, B. Mirkin, 2019, Undergraduate Topics in Computer Science.

A Hybrid Approach to the Analysis of a Collection of Research Papers

Trevor I. Fenner, Boris G. Mirkin, Dmitry Frolov, 2020, IDEAL.

Multiple Prototype Model for Fuzzy Clustering

Fernando Moura-Pires, Boris G. Mirkin, Susana Nascimento, 1999, IDA.

Individual Approximate Clusters: Methods, Properties, Applications

Boris G. Mirkin, B. Mirkin, 2013, RSFDGrC.

Supercluster in Statics and Dynamics: An Approximate Structure Imitating a Rough Set

Boris G. Mirkin, Ivan Rodin, 2017, IJCRS.

Bisecting K-Means and 1D Projection Divisive Clustering: A Unified Framework and Experimental Comparison

Boris G. Mirkin, Ekaterina V. Kovaleva, B. Mirkin, 2015, Journal of Classification.

Nearest neighbours in least-squares data imputation algorithms with different missing patterns

Ito Wasito, Boris G. Mirkin, B. Mirkin, 2006, Comput. Stat. Data Anal..

A Concept of Multicriteria Stratification: A Definition and Solution

Boris G. Mirkin, Mikhail Orlov, B. Mirkin, 2014, ITQM.

A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model

Casimir A. Kulikowski, Valentina Sulimova, Vadim Mottl, 2009, ISBRA.

Anomalous pattern based clustering of mental tasks with subject independent learning - some preliminary results

John Q. Gan, Boris G. Mirkin, Renato Cordeiro de Amorim, 2012, Artif. Intell. Res..

Ordinal Equivalence Classes for Parallel Coordinates

Boris G. Mirkin, Alexey L. Myachin, 2019, IDEAL.

Group Choice and Extremal Problems in the Analysis of Qualitative Attributes

Boris G. Mirkin, 1974, Optimization Techniques.

Choosing the number of clusters

Boris G. Mirkin, B. Mirkin, 2011, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

Least-Squares Structuring, Clustering and Data Processing Issues

Boris G. Mirkin, B. Mirkin, 1998, Comput. J..

Duplication-Based Measures of Difference Between Gene and Species Trees

Martin Vingron, Oliver Eulenstein, Boris G. Mirkin, 1998, J. Comput. Biol..

Choosing a discernibility measure for reject-option of individual and multiple classifiers

Boris G. Mirkin, Zacharias Voulgaris, 2010, Int. J. Gen. Syst..

Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences

Trevor I. Fenner, Boris G. Mirkin, Dmitry Frolov, 2019, IDEAL.

How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy

Trevor I. Fenner, Boris G. Mirkin, Susana Nascimento, 2011, PReMI.

A Suffix Tree Approach to Email Filtering pdf

Mark Levene, Boris G. Mirkin, Rajesh Mysore Pampapathi, 2005, ArXiv.

Visualization of Dynamic Reference Graphs

Boris G. Mirkin, Mikhail Dubov, Ekaterina Chernyak, 2016, TextGraphs@NAACL-HLT.

Approximate Clusters and Biclusters (Abstract)

Boris G. Mirkin, 2007, CLA.

Methods for Interpretation of Data in Medical Informatics

Boris G. Mirkin, 2013, Advances in Intelligent Analysis of Medical Data and Decision Support Systems.

Induced layered clusters, hereditary mappings, and convex geometries

Ilya B. Muchnik, Boris G. Mirkin, 2002, Appl. Math. Lett..

Community detection in feature-rich networks to meet K-means

Boris G. Mirkin, Soroosh Shalileh, B. Mirkin, 2021, ASONAM.

Ancestral paralogs and pseudoparalogs and their role in the emergence of the eukaryotic cell

Boris G. Mirkin, Kira S. Makarova, Eugene V. Koonin, 2005, Nucleic acids research.