| 2025 | EPIA | Learning Coastal Upwelling Patterns from Wind Velocity via Interpretable Tree Models. | Susana Nascimento, Pedro Caldeiro, Paulo Relvas, Boris G. Mirkin |
| 2022 | EPIA | Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling. | Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin |
| 2022 | WorldCIST | Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion. | Zhirayr Hayrapetyan, Susana Nascimento, Trevor I. Fenner, Dmitry Frolov, Boris G. Mirkin |
| 2021 | IDEAL | Detecting Communities in Feature-Rich Networks with a K-Means Method. | Soroosh Shalileh, Boris G. Mirkin |
| 2021 | WorldCIST | GOT: Generalization over Taxonomies, a Software Toolkit for Content Analysis with Taxonomies. | Dmitry Frolov, Boris G. Mirkin |
| 2020 | IDEAL | A Hybrid Approach to the Analysis of a Collection of Research Papers. | Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner |
| 2020 | IDEAL | A One-by-One Method for Community Detection in Attributed Networks. | Soroosh Shalileh, Boris G. Mirkin |
| 2019 | ICAISC | Method for Generalization of Fuzzy Sets. | Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner |
| 2019 | IDEAL | Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences. | Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Zina Taran, Boris G. Mirkin |
| 2019 | IDEAL | Ordinal Equivalence Classes for Parallel Coordinates. | Alexey L. Myachin, Boris G. Mirkin |
| 2014 | AIST | Conceptual Maps: Construction Over a Text Collection and Analysis. | Egor N. Morenko, Ekaterina Chernyak, Boris G. Mirkin |
| 2013 | ECIR | Least Square Consensus Clustering: Criteria, Methods, Experiments. | Boris G. Mirkin, Andrey Shestakov |
| 2013 | IRI | MFWK-Means: Minkowski metric Fuzzy Weighted K-Means for high dimensional data clustering. | L. Svetlova, Boris G. Mirkin, Hansheng Lei |
| 2011 | EPIA | Thematic Fuzzy Clusters with an Additive Spectral Approach. | Susana Nascimento, Rui Felizardo, Boris G. Mirkin |
| 2010 | HAIS | A Hybrid Cluster-Lift Method for the Analysis of Research Activities. | Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Lus Moniz Pereira |
| 2010 | KSEM | Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in a Taxonomy. | Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Lus Moniz Pereira |
| 2008 | ICCS | Representing a Computer Science Research Organization on the ACM Computing Classification System. | Boris G. Mirkin, Susana Nascimento, Lus Moniz Pereira |
| 2007 | EPIA | Experiments for the Number of Clusters in K-Means. | Mark Ming-Tso Chiang, Boris G. Mirkin |
| 2006 | CIBCB | Aggregating Homologous Protein Families in Evolutionary Reconstructions of Herpesviruses. | Boris G. Mirkin, Renata da Silva Camargo, Trevor I. Fenner, George Loizou, Paul Kellam |
| 2001 | EPIA | Proportional Membership in Fuzzy Clustering as a Model of Ideal Types. | Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires |
| 1999 | IDA | Multiple Prototype Model for Fuzzy Clustering. | Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires |