| 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 |
| 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 | Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST Images. | Susana Nascimento, Sayed Mateen, Paulo Relvas |
| 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 | Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering. | Susana Nascimento, Nuno Madaleno |
| 2018 | IDEAL | A Study of Fuzzy Clustering to Archetypal Analysis. | Gonalo Sousa Mendes, Susana Nascimento |
| 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 |
| 2009 | DIS | Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images. | Susana Nascimento, Pedro Franco |
| 2009 | IDEAL | Segmentation of Upwelling Regions in Sea Surface Temperature Images via Unsupervised Fuzzy Clustering. | Susana Nascimento, Pedro Franco |
| 2008 | ICCS | Representing a Computer Science Research Organization on the ACM Computing Classification System. | Boris G. Mirkin, Susana Nascimento, Lus Moniz Pereira |
| 2006 | DIS | Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation. | Armando Manuel Fernandes, Susana Nascimento |
| 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 |
| 1997 | IDA | A Genetic Approach to Fuzzy Clustering with a Validity Measure Fitness Function. | Susana Nascimento, Fernando Moura-Pires |