Susana Nascimento

According to our database, Susana Nascimento authored at least 39 papers between 1997 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Piece-wise constant cluster modelling of dynamics of upwelling patterns.

Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin

Expert Syst. J. Knowl. Eng., December, 2023

Core-shell clustering approach for detection and analysis of coastal upwelling.

Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin

Comput. Geosci., October, 2023

2022

Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion.

Zhirayr Hayrapetyan, Susana Nascimento, Trevor I. Fenner, Dmitry Frolov, Boris G. Mirkin

Proceedings of the Information Systems and Technologies, 2022

Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling.

Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin

Proceedings of the Progress in Artificial Intelligence, 2022

2020

Parsimonious generalization of fuzzy thematic sets in taxonomies applied to the analysis of tendencies of research in data science.

Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin

Inf. Sci., 2020

A Hybrid Approach to Interpretable Analysis of Research Paper Collections.

Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner

Proceedings of the WIMS 2020: The 10th International Conference on Web Intelligence, Mining and Semantics, Biarritz, France, June 30, 2020

Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST Images.

Susana Nascimento, Sayed Mateen, Paulo Relvas

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

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

Boris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2019

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

Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner

Proceedings of the Optimization of Complex Systems: Theory, 2019

Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering.

Susana Nascimento, Nuno Madaleno

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Method for Generalization of Fuzzy Sets.

Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Using Taxonomy Tree to Generalize a Fuzzy Thematic Cluster.

Dmitry Frolov, Susana Nascimento, Trevor I. Fenner, Boris G. Mirkin

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Maker Cultures and the Prospects for Technological Action.

Susana Nascimento, Alexandre Pólvora

Sci. Eng. Ethics, 2018

Emerging ICT for Citizens' Veillance: Theoretical and Practical Insights.

Philip Boucher, Susana Nascimento, Mariachiara Tallacchini

Sci. Eng. Ethics, 2018

A Study of Fuzzy Clustering to Archetypal Analysis.

Gonçalo Sousa Mendes, Susana Nascimento

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017

Ideal type model and an associated method for relational fuzzy clustering.

Susana Nascimento, Boris G. Mirkin

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2015

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

Susana Nascimento, Sérgio Casca, Boris G. Mirkin

Comput. Geosci., 2015

2013

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

Susana Nascimento, Rui Felizardo, Boris G. Mirkin

Expert Syst. J. Knowl. Eng., 2013

2012

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

Boris G. Mirkin, Susana Nascimento

Inf. Sci., 2012

Automated computational delimitation of SST upwelling areas using fuzzy clustering.

Susana Nascimento, Pedro Franco, Fátima Sousa, Joaquim Dias, Filipe Neves

Comput. Geosci., 2012

2011

Automatic identification of oceanic eddies in infrared satellite images.

Armando Manuel Fernandes, Susana Nascimento, Dmitri Boutov

Comput. Geosci., 2011

Developing Additive Spectral Approach to Fuzzy Clustering.

Boris G. Mirkin, Susana Nascimento

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

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

Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Rui Felizardo

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Thematic Fuzzy Clusters with an Additive Spectral Approach.

Susana Nascimento, Rui Felizardo, Boris G. Mirkin

Proceedings of the Progress in Artificial Intelligence, 2011

2010

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

Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira

Proceedings of the Advances in Machine Learning II, 2010

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

Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira

Int. J. Softw. Informatics, 2010

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

Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira

Proceedings of the Knowledge Science, 2010

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

Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner, Luís Moniz Pereira

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009

Segmentation of Upwelling Regions in Sea Surface Temperature Images via Unsupervised Fuzzy Clustering.

Susana Nascimento, Pedro Franco

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images.

Susana Nascimento, Pedro Franco

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

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

Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira

Proceedings of the Supplementary Proceedings of the 16th International Conference on Conceptual Structures, 2008

2006

Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation.

Armando Manuel Fernandes, Susana Nascimento

Proceedings of the Discovery Science, 9th International Conference, 2006

2004

Ministers of parliament and information and communication technologies as a means of horizontal and vertical communication in Western Europe.

Gustavo Cardoso, Carlos Cunha, Susana Nascimento

Inf. Polity, 2004

2003

Modeling proportional membership in fuzzy clustering.

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

IEEE Trans. Fuzzy Syst., 2003

2001

Proportional Membership in Fuzzy Clustering as a Model of Ideal Types.

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

Proceedings of the Progress in Artificial Intelligence, 2001

2000

A fuzzy clustering model of data and fuzzy c-means.

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

Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999

Multiple Prototype Model for Fuzzy Clustering.

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

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

1997

A Genetic Approach to Fuzzy Clustering with a Validity Measure Fitness Function.

Susana Nascimento, Fernando Moura-Pires

Proceedings of the Advances in Intelligent Data Analysis, 1997