Susana Nascimento
Assistant Professor
Knowledge-Based Systems
Country: Portugal
Affiliation: Faculdade de Ciências e Tecnologia, UNL
Email: snt@fct.unl.pt
Phone: 10713
- Resume
- Projects
- Publications
- Graduations
- Prototypes
- Seminars
Susana Nascimento is Assistant Professor in the Department of Computer Science of NOVA School of Science and Technology, Universidade NOVA de Lisboa since September 2003, and a researcher of the Knowledge Base Systems group of NOVA LINCS. From 1999 to 2002 she was a teaching assistant in the Faculty of Psychology of Universidade de Lisboa in the group of Statistics and Data Analysis. She holds a degree in Computer Science Engineering (1989) and a PhD in Computer Science (2002) both from Universidade NOVA de Lisboa. Susana Nascimento main research topics according to the world-wide Association for Computing Machinery Computing Classification System (ACM-CCS) are: (i) Data Mining; (ii) Unsupervised learning and clustering. Her main research is oriented towards the development of clustering methods providing more flexible algorithms with special attention on the interpretability of clustering results in real-world applications. She has been PI of two national FCT projects and participated in several national and international projects. Held short-term research visits to DIMACS Rutgers University (USA) (1998,1999) and Birkbeck College London (2010,2015). Has been co-chairing special sessions in the IDEAL conference (2020-2023). Google Scholar: https://scholar.google.com/citations?user=FRBrGgYAAAAJ&hl=en
Project Highlights
- Learning Spatio-Temporal Oceanographic Patterns
- LSTOP
- 01 Feb 2008 - 01 Jan 2011
- Susana Nascimento, Nuno C Marques, Davide D’Alimonte, Joaquim Dias, Armando Fernandes (2008-2009), Igor Bashmachnikov, Fátima Sousa
- Computational Approach to Ontology Profiling of Scientific Research Organisations
- COPSRO
- 01 Jan 2008 - 31 Jul 2011
- Susana Nascimento, Luís Moniz Pereira, Boris Mirkin, Fátima Rodrigues, Fernando Jorge Duarte
Publications Highlights
- Core-shell clustering approach for detection and analysis of coastal upwelling
- Aug 2023
- Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luís, Boris Mirkin
- Parsimonious Generalization of Fuzzy Thematic Sets in Taxonomies Applied to the Analysis of Tendencies of Research in Data Science
- Oct 2019
- Dmitry Frolov, Susana Nascimento, Trevor Fenner, Boris Mirkin
- A Seed Expanding Cluster Algorithm for Deriving Upwelling Areas on Sea Surface Temperature Images
- Jun 2015
- Susana Nascimento, Sérgio Casca, Boris Mirkin
- Additive Spectral Method for Fuzzy Cluster Analysis of Similarity Data Including Community Structure and Affinity Matrices
- Jan 2012
- Boris Mirkin, Susana Nascimento, Boris Mirkin, Susana Nascimento