Research output per year
Research output per year
Personal profile
Education/Academic qualification
Computer Science, Doctorate, Fuzzy Clustering Via Proportional Membership Model, Universidade NOVA de Lisboa
1997 → 2002
Award Date: 31 Oct 2002
Computer Science, Bachelor, N/A, Faculdade de Ciências e Tecnologia (FCT)
1984 → 1989
Award Date: 29 Sept 1989
External positions
Assistant, Universidade de Lisboa
1999 → 2002
Keywords
- QA75 Electronic computers. Computer science
- Artifitial Intelligence
- Machine Learning
- Data Mining
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Core–shell clustering approach for detection and analysis of coastal upwelling
Nascimento, S., Martins, A., Relvas, P., Luís, J. F. & Mirkin, B., Oct 2023, In: Computers and Geosciences. 179, 12 p., 105421.Research output: Contribution to journal › Article › peer-review
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Piece-wise constant cluster modelling of dynamics of upwelling patterns
Nascimento, S., Martins, A., Relvas, P., Luís, J. F. & Mirkin, B., Dec 2023, In: Expert Systems. 40, 10, 16 p., e13446.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion
Hayrapetyan, Z., Nascimento, S., Fenner, T., Frolov, D. & Mirkin, B., 2022, Information Systems and Technologies - WorldCIST 2022. Rocha, Á., Adeli, H., Dzemyda, G. & Moreira, F. (eds.). Cham: Springer, Vol. 2. p. 141-147 7 p. (Lecture Notes in Networks and Systems; vol. 469).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling
Nascimento, S., Martins, A., Relvas, P., Luís, J. F. & Mirkin, B., 2022, Progress in Artificial Intelligence - 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Proceedings. Marreiros, G., Martins, B., Paiva, A., Sardinha, A. & Ribeiro, B. (eds.). Cham: Springer, p. 563-574 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13566 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
A Hybrid Approach to the Analysis of a Collection of Research Papers
Mirkin, B., Frolov, D., Vlasov, A., Nascimento, S. & Fenner, T., 2020, Intelligent Data Engineering and Automated Learning – IDEAL 2020 - 21st International Conference, 2020, Proceedings. Analide, C., Novais, P., Camacho, D. & Yin, H. (eds.). Cham: Springer, p. 423-433 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12490 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Activities
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International Conference Intelligent Data Engineering and Automated Learning (Event)
Susana Maria dos Santos Nascimento de Almeida (Editorial board member), Hujun Yin (Editorial board member), David Camacho (Editorial board member), Peter Tino (Editorial board member), Richard Allmendinger (Editorial board member), Antonio Tallón-Ballesteros (Editorial board member), Sung-Bae Cho (Editorial board member) & Paulo Novais (Editorial board member)
2021Activity: Publication peer-review and editorial work › Editorial activity
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A Self-tuning Approximation Clustering Algorithm and its Thresholding Versions for Delimitation of Upwelling on Sea Surface Temperature Images
Susana Maria dos Santos Nascimento de Almeida (Speaker)
9 Dec 2015Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar
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Data Recovery Fuzzy Clustering: an Additive Spectral Method and Applications
Susana Maria dos Santos Nascimento de Almeida (Speaker)
18 Mar 2015Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar
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Data recovery fuzzy clustering: proportional membership and additive spectral methods
Susana Maria dos Santos Nascimento de Almeida (Speaker)
12 Dec 2012 → 13 Dec 2012Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar
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Additive Fuzzy Spectral Method for Cluster Analysis of Community Structure
Susana Maria dos Santos Nascimento de Almeida (Presenter)
9 Mar 2010Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar