Boris G. Mirkin

Publication Activity (10 Years)

Years Active: 1974-2024
Publications (10 Years): 40

Top Topics

Equivalence Classes

Hierarchical Clustering

Community Detection

Content Analysis

Top Venues

Comput. Geosci.

Publications

Andrei Rykov, Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
Inertia-Based Indices to Determine the Number of Clusters in K-Means: An Experimental Evaluation. IEEE Access 12 (2024)
Soroosh Shalileh, Boris G. Mirkin
Community Detection in Feature-Rich Networks Using Gradient Descent Approach. COMPLEX NETWORKS (2) (2023)
Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
Piece-wise constant cluster modelling of dynamics of upwelling patterns. Expert Syst. J. Knowl. Eng. 40 (10) (2023)
Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
Core-shell clustering approach for detection and analysis of coastal upwelling. Comput. Geosci. 179 (2023)
Soroosh Shalileh, Boris G. Mirkin
Community Partitioning over Feature-Rich Networks Using an Extended K-Means Method. Entropy 24 (5) (2022)
Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling. EPIA (2022)
Boris G. Mirkin, Soroosh Shalileh
Community Detection in Feature-Rich Networks Using Data Recovery Approach. J. Classif. 39 (3) (2022)
Zhirayr Hayrapetyan, Susana Nascimento, Trevor I. Fenner, Dmitry Frolov, Boris G. Mirkin
Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion. WorldCIST (2) (2022)
Soroosh Shalileh, Boris G. Mirkin
Detecting Communities in Feature-Rich Networks with a K-Means Method. IDEAL (2021)
Soroosh Shalileh, Boris G. Mirkin
Summable and nonsummable data-driven models for community detection in feature-rich networks. Soc. Netw. Anal. Min. 11 (1) (2021)
Dmitry Frolov, Boris G. Mirkin
GOT: Generalization over Taxonomies, a Software Toolkit for Content Analysis with Taxonomies. WorldCIST (2) (2021)
Soroosh Shalileh, Boris G. Mirkin
An Extension of K-Means for Least-Squares Community Detection in Feature-Rich Networks. COMPLEX NETWORKS (2021)
Soroosh Shalileh, Boris G. Mirkin
Community detection in feature-rich networks to meet K-means. ASONAM (2021)
Soroosh Shalileh, Boris G. Mirkin
Detection of an Unspecified Number of Communities in Feature-Rich Networks. MARAMI (2020)
Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner
A Hybrid Approach to the Analysis of a Collection of Research Papers. IDEAL (2) (2020)
Soroosh Shalileh, Boris G. Mirkin
A Method for Community Detection in Networks with Mixed Scale Features at Its Nodes. COMPLEX NETWORKS (1) (2020)
Soroosh Shalileh, Boris G. Mirkin
A Data Recovery Method for Community Detection in Feature-Rich Networks. ASONAM (2020)
Soroosh Shalileh, Boris G. Mirkin
A One-by-One Method for Community Detection in Attributed Networks. IDEAL (2) (2020)
Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
Core Clustering as a Tool for Tackling Noise in Cluster Labels. J. Classif. 37 (1) (2020)
Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner
A Hybrid Approach to Interpretable Analysis of Research Paper Collections. WIMS (2020)
Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin
Parsimonious generalization of fuzzy thematic sets in taxonomies applied to the analysis of tendencies of research in data science. Inf. Sci. 512 (2020)
Zina Taran, Boris G. Mirkin
Deriving Corporate Social Responsibility Patterns in the MSCI Data. BIS (1) (2019)
Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Zina Taran, Boris G. Mirkin
Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences. IDEAL (2) (2019)
Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner
Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree. WCGO (2019)
Alexey L. Myachin, Boris G. Mirkin
Ordinal Equivalence Classes for Parallel Coordinates. IDEAL (1) (2019)
Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner
Method for Generalization of Fuzzy Sets. ICAISC (1) (2019)
Dmitry Frolov, Zina Taran, Boris G. Mirkin
A Method for Audience Extending in Programmatic Advertising by Using Parsimonious Generalization of User Segments. IHIET (2019)
Boris G. Mirkin, Trevor I. Fenner
Distance and Consensus for Preference Relations Corresponding to Ordered Partitions. J. Classif. 36 (2) (2019)
Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin
Using Taxonomy Tree to Generalize a Fuzzy Thematic Cluster. FUZZ-IEEE (2019)
Fionn Murtagh, Michael Orlov, Boris G. Mirkin
Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. J. Classif. 35 (1) (2018)
Ivan Rodin, Boris G. Mirkin
Supercluster in Statics and Dynamics: An Approximate Structure Imitating a Rough Set. IJCRS (1) (2017)
Boris G. Mirkin
Braverman's Spectrum and Matrix Diagonalization Versus iK-Means: A Unified Framework for Clustering. Braverman Readings in Machine Learning (2017)
Boris G. Mirkin
Misha Braverman: My Mentor and My Model. Braverman Readings in Machine Learning (2017)
Renato Cordeiro de Amorim, Andrei Shestakov, Boris G. Mirkin, Vladimir Makarenkov
The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning. Pattern Recognit. 67 (2017)
Susana Nascimento, Boris G. Mirkin
Ideal type model and an associated method for relational fuzzy clustering. FUZZ-IEEE (2017)
Fionn Murtagh, Michael Orlov, Boris G. Mirkin
Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. CoRR (2016)
Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
: Effective hierarchical clustering using the Minkowski metric and a fast k-means initialisation. Inf. Sci. (2016)
Artem Bocharov, Dmitry Gnatyshak, Dmitry I. Ignatov, Boris G. Mirkin, Andrey Shestakov
A Lattice-based Consensus Clustering Algorithm. CLA (2016)
Ivan Rodin, Ekaterina Chernyak, Mikhail Dubov, Boris G. Mirkin
Visualization of Dynamic Reference Graphs. TextGraphs@NAACL-HLT (2016)
Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
: Effective hierarchical clustering using the Minkowski metric and a fast k -means initialisation. CoRR (2016)
Dmitry I. Ignatov, Dmitry V. Gnatyshak, Sergei O. Kuznetsov, Boris G. Mirkin
Triadic Formal Concept Analysis and triclustering: searching for optimal patterns. Mach. Learn. 101 (1-3) (2015)
Ekaterina V. Kovaleva, Boris G. Mirkin
Bisecting K-Means and 1D Projection Divisive Clustering: A Unified Framework and Experimental Comparison. J. Classif. 32 (3) (2015)
Susana Nascimento, Sérgio Casca, Boris G. Mirkin
A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images. Comput. Geosci. 85 (2015)
Boris G. Mirkin
Book review "Cell formation in industrial engineering: theory, algorithms and experiments" by Boris Goldengorin, Dmitry Krushinsky, Panos M. Pardalos - Springer, 2013. Optim. Lett. 9 (6) (2015)
Egor N. Morenko, Ekaterina Chernyak, Boris G. Mirkin
Conceptual Maps: Construction Over a Text Collection and Analysis. AIST (2014)
Mikhail Orlov, Boris G. Mirkin
A Concept of Multicriteria Stratification: A Definition and Solution. ITQM (2014)
Ekaterina Chernyak, Boris G. Mirkin
A Method for Refining a Taxonomy by Using Annotated Suffix Trees and Wikipedia Resources. ITQM (2014)
Boris G. Mirkin
Individual Approximate Clusters: Methods, Properties, Applications. RSFDGrC (2013)
Renato Cordeiro de Amorim, Boris G. Mirkin
A Clustering-Based Approach to Reduce Feature Redundancy. KICSS (2013)
Susana Nascimento, Rui Felizardo, Boris G. Mirkin
Laplacian normalization for deriving thematic fuzzy clusters with an additive spectral approach. Expert Syst. J. Knowl. Eng. 30 (4) (2013)
Boris G. Mirkin, Andrey Shestakov
Least Square Consensus Clustering: Criteria, Methods, Experiments. ECIR (2013)
L. Svetlova, Boris G. Mirkin, Hansheng Lei
MFWK-Means: Minkowski metric Fuzzy Weighted K-Means for high dimensional data clustering. IRI (2013)
Renato Cordeiro de Amorim, Boris G. Mirkin, John Q. Gan
Anomalous pattern based clustering of mental tasks with subject independent learning - some preliminary results. Artif. Intell. Res. 1 (1) (2012)
Renato Cordeiro de Amorim, Boris G. Mirkin
Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering. Pattern Recognit. 45 (3) (2012)
Boris G. Mirkin, Susana Nascimento
Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices. Inf. Sci. 183 (1) (2012)
Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Rui Felizardo
How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy. PReMI (2011)
Boris G. Mirkin
Choosing the number of clusters. WIREs Data Mining Knowl. Discov. 1 (3) (2011)
Susana Nascimento, Rui Felizardo, Boris G. Mirkin
Thematic Fuzzy Clusters with an Additive Spectral Approach. EPIA (2011)
Boris G. Mirkin, Susana Nascimento
Developing Additive Spectral Approach to Fuzzy Clustering. RSFDGrC (2011)
Boris G. Mirkin, Andrey V. Kramarenko
Approximate Bicluster and Tricluster Boxes in the Analysis of Binary Data. RSFDGrC (2011)
Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in a Taxonomy. KSEM (2010)
Mark Ming-Tso Chiang, Boris G. Mirkin
-Means Clustering: An Experimental Study with Different Cluster Spreads. J. Classif. 27 (1) (2010)
Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
Building Fuzzy Thematic Clusters and Mapping Them to Higher Ranks in a Taxonomy. Int. J. Softw. Informatics 4 (3) (2010)
Zacharias Voulgaris, Boris G. Mirkin
Choosing a discernibility measure for reject-option of individual and multiple classifiers. Int. J. Gen. Syst. 39 (8) (2010)
Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
A Hybrid Cluster-Lift Method for the Analysis of Research Activities. HAIS (1) (2010)
Valentina Sulimova, Vadim Mottl, Boris G. Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski
A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model. ISBRA (2009)
Boris G. Mirkin, Mark Levene
Special Issue on Profiling Expertise and Behaviour. Comput. J. 52 (7) (2009)
Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira
Representing a Computer Science Research Organization on the ACM Computing Classification System. ICCS Supplement (2008)
Dirk Depril, Iven Van Mechelen, Boris G. Mirkin
Algorithms for additive clustering of rectangular data tables. Comput. Stat. Data Anal. 52 (11) (2008)
Boris G. Mirkin
Approximate Clusters and Biclusters (Abstract). CLA (2007)
Mark Ming-Tso Chiang, Boris G. Mirkin
Experiments for the Number of Clusters in K-Means. EPIA Workshops (2007)
Ito Wasito, Boris G. Mirkin
Nearest neighbours in least-squares data imputation algorithms with different missing patterns. Comput. Stat. Data Anal. 50 (4) (2006)
Boris G. Mirkin, Renata da Silva Camargo, Trevor I. Fenner, George Loizou, Paul Kellam
Aggregating Homologous Protein Families in Evolutionary Reconstructions of Herpesviruses. CIBCB (2006)
Rajesh Mysore Pampapathi, Boris G. Mirkin, Mark Levene
A suffix tree approach to anti-spam email filtering. Mach. Learn. 65 (1) (2006)
Ito Wasito, Boris G. Mirkin
Nearest neighbour approach in the least-squares data imputation algorithms. Inf. Sci. 169 (1-2) (2005)
Rajesh Mysore Pampapathi, Boris G. Mirkin, Mark Levene
A Suffix Tree Approach to Email Filtering CoRR (2005)
Boris G. Mirkin
Comments on "Exact output tracking in decentralized adaptive control". IEEE Trans. Autom. Control. 48 (2) (2003)
Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
Modeling proportional membership in fuzzy clustering. IEEE Trans. Fuzzy Syst. 11 (2) (2003)
Boris G. Mirkin, Ilya B. Muchnik
Induced layered clusters, hereditary mappings, and convex geometries. Appl. Math. Lett. 15 (3) (2002)
Boris G. Mirkin, Ilya B. Muchnik
Layered clusters of tightness set functions. Appl. Math. Lett. 15 (2) (2002)
Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
Proportional Membership in Fuzzy Clustering as a Model of Ideal Types. EPIA (2001)
Boris G. Mirkin, Eugene V. Koonin
A top-down method for building genome classification trees with linear binary hierarchies. Bioconsensus (2001)
Boris G. Mirkin
Reinterpreting the Category Utility Function. Mach. Learn. 45 (2) (2001)
Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
A fuzzy clustering model of data and fuzzy c-means. FUZZ-IEEE (2000)
Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
Multiple Prototype Model for Fuzzy Clustering. IDA (1999)
Boris G. Mirkin
Concept Learning and Feature Selection Based on Square-Error Clustering. Mach. Learn. 35 (1) (1999)
Boris G. Mirkin
Least-Squares Structuring, Clustering and Data Processing Issues. Comput. J. 41 (8) (1998)
Oliver Eulenstein, Boris G. Mirkin, Martin Vingron
Duplication-Based Measures of Difference Between Gene and Species Trees. J. Comput. Biol. 5 (1) (1998)
Boris G. Mirkin
Clustering for contingency tables: boxes and partitions. Stat. Comput. 6 (3) (1996)
Oliver Eulenstein, Boris G. Mirkin, Martin Vingron
Comparison of annotating duplication, tree mapping, and copying as methods to compare gene trees with species trees. Mathematical Hierarchies and Biology (1996)
Boris G. Mirkin
Linear embedding of binary hierarchies and its applications. Mathematical Hierarchies and Biology (1996)
Boris G. Mirkin, Ilya B. Muchnik, Temple F. Smith
A Biologically Consistent Model for Comparing Molecular Phylogenies. J. Comput. Biol. 2 (4) (1995)
Boris G. Mirkin
Approximation of Association Data by Structures and Clusters. Quadratic Assignment and Related Problems (1993)
Boris G. Mirkin
Federations and transitive group choice. Math. Soc. Sci. 2 (1) (1982)
Boris G. Mirkin
Group Choice and Extremal Problems in the Analysis of Qualitative Attributes. Optimization Techniques (1974)