Boris G. Mirkin

105 papers A 1B 6C 3Misc 5Journal 43Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Learning Coastal Upwelling Patterns from Wind Velocity via Interpretable Tree Models. EPIA (1) Susana Nascimento, Pedro Caldeirão, Paulo Relvas, Boris G. Mirkin
2024	J	`jnl`	Inertia-Based Indices to Determine the Number of Clusters in K-Means: An Experimental Evaluation. IEEE Access Andrei Rykov, Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
2023	—	`conf`	Community Detection in Feature-Rich Networks Using Gradient Descent Approach. COMPLEX NETWORKS (2) Soroosh Shalileh, Boris G. Mirkin
2023	J	`jnl`	Core-shell clustering approach for detection and analysis of coastal upwelling. Comput. Geosci. Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
2023	J	`jnl`	Piece-wise constant cluster modelling of dynamics of upwelling patterns. Expert Syst. J. Knowl. Eng. Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
2022	J	`jnl`	Community Detection in Feature-Rich Networks Using Data Recovery Approach. J. Classif. Boris G. Mirkin, Soroosh Shalileh
2022	J	`jnl`	Community Partitioning over Feature-Rich Networks Using an Extended K-Means Method. Entropy Soroosh Shalileh, Boris G. Mirkin
2022	—	`conf`	Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion. WorldCIST (2) Zhirayr Hayrapetyan, Susana Nascimento, Trevor I. Fenner, Dmitry Frolov, Boris G. Mirkin
2022	Misc	`conf`	Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling. EPIA Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin
2021	—	`conf`	An Extension of K-Means for Least-Squares Community Detection in Feature-Rich Networks. COMPLEX NETWORKS Soroosh Shalileh, Boris G. Mirkin
2021	B	`conf`	Community detection in feature-rich networks to meet K-means. ASONAM Soroosh Shalileh, Boris G. Mirkin
2021	C	`conf`	Detecting Communities in Feature-Rich Networks with a K-Means Method. IDEAL Soroosh Shalileh, Boris G. Mirkin
2021	—	`conf`	GOT: Generalization over Taxonomies, a Software Toolkit for Content Analysis with Taxonomies. WorldCIST (2) Dmitry Frolov, Boris G. Mirkin
2021	J	`jnl`	Summable and nonsummable data-driven models for community detection in feature-rich networks. Soc. Netw. Anal. Min. Soroosh Shalileh, Boris G. Mirkin
2020	B	`conf`	A Data Recovery Method for Community Detection in Feature-Rich Networks. ASONAM Soroosh Shalileh, Boris G. Mirkin
2020	—	`conf`	A Hybrid Approach to Interpretable Analysis of Research Paper Collections. WIMS Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner
2020	—	`conf`	A Hybrid Approach to the Analysis of a Collection of Research Papers. IDEAL (2) Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner
2020	—	`conf`	A Method for Community Detection in Networks with Mixed Scale Features at Its Nodes. COMPLEX NETWORKS (1) Soroosh Shalileh, Boris G. Mirkin
2020	—	`conf`	A One-by-One Method for Community Detection in Attributed Networks. IDEAL (2) Soroosh Shalileh, Boris G. Mirkin
2020	J	`jnl`	Core Clustering as a Tool for Tackling Noise in Cluster Labels. J. Classif. Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
2020	—	`conf`	Detection of an Unspecified Number of Communities in Feature-Rich Networks. MARAMI Soroosh Shalileh, Boris G. Mirkin
2020	J	`jnl`	Parsimonious generalization of fuzzy thematic sets in taxonomies applied to the analysis of tendencies of research in data science. Inf. Sci. Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin
2019	—	`conf`	A Method for Audience Extending in Programmatic Advertising by Using Parsimonious Generalization of User Segments. IHIET Dmitry Frolov, Zina Taran, Boris G. Mirkin
2019	—	`conf`	Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences. IDEAL (2) Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Zina Taran, Boris G. Mirkin
2019	—	`book`	Core Data Analysis: Summarization, Correlation, and Visualization, Second Edition Boris G. Mirkin
2019	—	`conf`	Deriving Corporate Social Responsibility Patterns in the MSCI Data. BIS (1) Zina Taran, Boris G. Mirkin
2019	J	`jnl`	Distance and Consensus for Preference Relations Corresponding to Ordered Partitions. J. Classif. Boris G. Mirkin, Trevor I. Fenner
2019	—	`conf`	Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy Tree. WCGO Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner
2019	—	`conf`	Method for Generalization of Fuzzy Sets. ICAISC (1) Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner
2019	—	`conf`	Ordinal Equivalence Classes for Parallel Coordinates. IDEAL (1) Alexey L. Myachin, Boris G. Mirkin
2019	B	`conf`	Using Taxonomy Tree to Generalize a Fuzzy Thematic Cluster. FUZZ-IEEE Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin
2018	—	`ed.`	Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017, Invited Talks Braverman Readings in Machine Learning Lev I. Rozonoer, Boris G. Mirkin, Ilya Muchnik
2018	J	`jnl`	Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. J. Classif. Fionn Murtagh, Michael Orlov, Boris G. Mirkin
2017	—	`conf`	Braverman's Spectrum and Matrix Diagonalization Versus iK-Means: A Unified Framework for Clustering. Braverman Readings in Machine Learning Boris G. Mirkin
2017	B	`conf`	Ideal type model and an associated method for relational fuzzy clustering. FUZZ-IEEE Susana Nascimento, Boris G. Mirkin
2017	—	`conf`	Misha Braverman: My Mentor and My Model. Braverman Readings in Machine Learning Boris G. Mirkin
2017	—	`conf`	Supercluster in Statics and Dynamics: An Approximate Structure Imitating a Rough Set. IJCRS (1) Ivan Rodin, Boris G. Mirkin
2017	J	`jnl`	The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning. Pattern Recognit. Renato Cordeiro de Amorim, Andrei Shestakov, Boris G. Mirkin, Vladimir Makarenkov
2016	—	`conf`	A Lattice-based Consensus Clustering Algorithm. CLA Artem Bocharov, Dmitry Gnatyshak, Dmitry I. Ignatov, Boris G. Mirkin, Andrey Shestakov
2016	J	`jnl`	A-Ward CoRR Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
2016	J	`jnl`	A-Ward Inf. Sci. Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin
2016	J	`jnl`	Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. CoRR Fionn Murtagh, Michael Orlov, Boris G. Mirkin
2016	—	`conf`	Visualization of Dynamic Reference Graphs. TextGraphs@NAACL-HLT Ivan Rodin, Ekaterina Chernyak, Mikhail Dubov, Boris G. Mirkin
2015	J	`jnl`	A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images. Comput. Geosci. Susana Nascimento, Sérgio Casca, Boris G. Mirkin
2015	J	`jnl`	Bisecting K-Means and 1D Projection Divisive Clustering: A Unified Framework and Experimental Comparison. J. Classif. Ekaterina V. Kovaleva, Boris G. Mirkin
2015	J	`jnl`	Book review "Cell formation in industrial engineering: theory, algorithms and experiments" by Boris Goldengorin, Dmitry Krushinsky, Panos M. Pardalos - Springer, 2013. Optim. Lett. Boris G. Mirkin
2015	J	`jnl`	Triadic Formal Concept Analysis and triclustering: searching for optimal patterns. Mach. Learn. Dmitry I. Ignatov, Dmitry V. Gnatyshak, Sergei O. Kuznetsov, Boris G. Mirkin
2014	—	`conf`	A Concept of Multicriteria Stratification: A Definition and Solution. ITQM Mikhail Orlov, Boris G. Mirkin
2014	—	`conf`	A Method for Refining a Taxonomy by Using Annotated Suffix Trees and Wikipedia Resources. ITQM Ekaterina Chernyak, Boris G. Mirkin
2014	Misc	`conf`	Conceptual Maps: Construction Over a Text Collection and Analysis. AIST Egor N. Morenko, Ekaterina Chernyak, Boris G. Mirkin
2013	—	`conf`	A Clustering-Based Approach to Reduce Feature Redundancy. KICSS Renato Cordeiro de Amorim, Boris G. Mirkin
2013	—	`conf`	Individual Approximate Clusters: Methods, Properties, Applications. RSFDGrC Boris G. Mirkin
2013	J	`jnl`	Laplacian normalization for deriving thematic fuzzy clusters with an additive spectral approach. Expert Syst. J. Knowl. Eng. Susana Nascimento, Rui Felizardo, Boris G. Mirkin
2013	A	`conf`	Least Square Consensus Clustering: Criteria, Methods, Experiments. ECIR Boris G. Mirkin, Andrey Shestakov
2013	Misc	`conf`	MFWK-Means: Minkowski metric Fuzzy Weighted K-Means for high dimensional data clustering. IRI L. Svetlova, Boris G. Mirkin, Hansheng Lei
2013	—	`ch.`	Methods for Interpretation of Data in Medical Informatics. Advances in Intelligent Analysis of Medical Data and Decision Support Systems Boris G. Mirkin
2012	J	`jnl`	Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices. Inf. Sci. Boris G. Mirkin, Susana Nascimento
2012	J	`jnl`	Anomalous pattern based clustering of mental tasks with subject independent learning - some preliminary results. Artif. Intell. Res. Renato Cordeiro de Amorim, Boris G. Mirkin, John Q. Gan
2012	J	`jnl`	Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering. Pattern Recognit. Renato Cordeiro de Amorim, Boris G. Mirkin
2011	—	`conf`	Approximate Bicluster and Tricluster Boxes in the Analysis of Binary Data. RSFDGrC Boris G. Mirkin, Andrey V. Kramarenko
2011	J	`jnl`	Choosing the number of clusters. WIREs Data Mining Knowl. Discov. Boris G. Mirkin
2011	—	`book`	Core Concepts in Data Analysis: Summarization, Correlation and Visualization. Boris G. Mirkin
2011	—	`conf`	Developing Additive Spectral Approach to Fuzzy Clustering. RSFDGrC Boris G. Mirkin, Susana Nascimento
2011	—	`conf`	How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy. PReMI Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Rui Felizardo
2011	—	`ed.`	Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011. Proceedings RSFDGrC Sergei O. Kuznetsov, Dominik Slezak, Daryl H. Hepting, Boris G. Mirkin
2011	Misc	`conf`	Thematic Fuzzy Clusters with an Additive Spectral Approach. EPIA Susana Nascimento, Rui Felizardo, Boris G. Mirkin
2010	—	`conf`	A Hybrid Cluster-Lift Method for the Analysis of Research Activities. HAIS (1) Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
2010	J	`jnl`	Building Fuzzy Thematic Clusters and Mapping Them to Higher Ranks in a Taxonomy. Int. J. Softw. Informatics Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
2010	J	`jnl`	Choosing a discernibility measure for reject-option of individual and multiple classifiers. Int. J. Gen. Syst. Zacharias Voulgaris, Boris G. Mirkin
2010	—	`ch.`	Cluster-Lift Method for Mapping Research Activities over a Concept Tree. Advances in Machine Learning II Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira
2010	C	`conf`	Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in a Taxonomy. KSEM Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira
2010	J	`jnl`	Intelligent Choice of the Number of Clusters in J. Classif. Mark Ming-Tso Chiang, Boris G. Mirkin
2009	—	`conf`	A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model. ISBRA Valentina Sulimova, Vadim Mottl, Boris G. Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski
2009	J	`jnl`	Special Issue on Profiling Expertise and Behaviour. Comput. J. Boris G. Mirkin, Mark Levene
2008	J	`jnl`	Algorithms for additive clustering of rectangular data tables. Comput. Stat. Data Anal. Dirk Depril, Iven Van Mechelen, Boris G. Mirkin
2008	—	`conf`	Representing a Computer Science Research Organization on the ACM Computing Classification System. ICCS Supplement Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira
2007	—	`conf`	Approximate Clusters and Biclusters (Abstract). CLA Boris G. Mirkin
2007	—	`conf`	Experiments for the Number of Clusters in K-Means. EPIA Workshops Mark Ming-Tso Chiang, Boris G. Mirkin
2006	J	`jnl`	A suffix tree approach to anti-spam email filtering. Mach. Learn. Rajesh Mysore Pampapathi, Boris G. Mirkin, Mark Levene
2006	C	`conf`	Aggregating Homologous Protein Families in Evolutionary Reconstructions of Herpesviruses. CIBCB Boris G. Mirkin, Renata da Silva Camargo, Trevor I. Fenner, George Loizou, Paul Kellam
2006	J	`jnl`	Nearest neighbours in least-squares data imputation algorithms with different missing patterns. Comput. Stat. Data Anal. Ito Wasito, Boris G. Mirkin
2005	J	`jnl`	A Suffix Tree Approach to Email Filtering CoRR Rajesh Mysore Pampapathi, Boris G. Mirkin, Mark Levene
2005	—	`book`	Clustering for data mining - a data recovery approach. Boris G. Mirkin
2005	J	`jnl`	Nearest neighbour approach in the least-squares data imputation algorithms. Inf. Sci. Ito Wasito, Boris G. Mirkin
2003	—	`ed.`	Bioconsensus, Proceedings of a DIMACS Workshop, New Brunswick, New Jersey, USA, 2001 Bioconsensus Melvin F. Janowitz, François-Joseph Lapointe, Fred R. McMorris, Boris G. Mirkin, Fred S. Roberts
2003	J	`jnl`	Comments on "Exact output tracking in decentralized adaptive control". IEEE Trans. Autom. Control. Boris G. Mirkin
2003	J	`jnl`	Modeling proportional membership in fuzzy clustering. IEEE Trans. Fuzzy Syst. Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
2002	J	`jnl`	Induced layered clusters, hereditary mappings, and convex geometries. Appl. Math. Lett. Boris G. Mirkin, Ilya B. Muchnik
2002	J	`jnl`	Layered clusters of tightness set functions. Appl. Math. Lett. Boris G. Mirkin, Ilya B. Muchnik
2001	—	`conf`	A top-down method for building genome classification trees with linear binary hierarchies. Bioconsensus Boris G. Mirkin, Eugene V. Koonin
2001	Misc	`conf`	Proportional Membership in Fuzzy Clustering as a Model of Ideal Types. EPIA Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
2001	J	`jnl`	Reinterpreting the Category Utility Function. Mach. Learn. Boris G. Mirkin
2000	B	`conf`	A fuzzy clustering model of data and fuzzy c-means. FUZZ-IEEE Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
1999	J	`jnl`	Concept Learning and Feature Selection Based on Square-Error Clustering. Mach. Learn. Boris G. Mirkin
1999	B	`conf`	Multiple Prototype Model for Fuzzy Clustering. IDA Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires
1998	J	`jnl`	Duplication-Based Measures of Difference Between Gene and Species Trees. J. Comput. Biol. Oliver Eulenstein, Boris G. Mirkin, Martin Vingron
1998	J	`jnl`	Least-Squares Structuring, Clustering and Data Processing Issues. Comput. J. Boris G. Mirkin
1997	—	`ed.`	Mathematical Hierarchies and Biology, Proceedings of a DIMACS Workshop, November 13-15, 1996 Mathematical Hierarchies and Biology Boris G. Mirkin, Fred R. McMorris, Fred S. Roberts, Andrey Rzhetsky
1996	J	`jnl`	Clustering for contingency tables: boxes and partitions. Stat. Comput. Boris G. Mirkin
1996	—	`conf`	Comparison of annotating duplication, tree mapping, and copying as methods to compare gene trees with species trees. Mathematical Hierarchies and Biology Oliver Eulenstein, Boris G. Mirkin, Martin Vingron
1996	—	`conf`	Linear embedding of binary hierarchies and its applications. Mathematical Hierarchies and Biology Boris G. Mirkin
1995	J	`jnl`	A Biologically Consistent Model for Comparing Molecular Phylogenies. J. Comput. Biol. Boris G. Mirkin, Ilya B. Muchnik, Temple F. Smith
1993	—	`conf`	Approximation of Association Data by Structures and Clusters. Quadratic Assignment and Related Problems Boris G. Mirkin
1982	J	`jnl`	Federations and transitive group choice. Math. Soc. Sci. Boris G. Mirkin
1974	—	`conf`	Group Choice and Extremal Problems in the Analysis of Qualitative Attributes. Optimization Techniques Boris G. Mirkin