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Susana Maria dos Santos Nascimento de Almeida

PhD

Former affiliation
 https://orcid.org/0000-0001-5328-0577

  • Computer Science Department, Universidade Nova de Lisboa - FCT Quinta da Torre, 2829-516 Caparica

    Portugal

  • 275 Citations
  • 7 h-Index
19972019

Research output per year

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Personal profile

Education/Academic qualification

Computer Science, Doctorate, Faculdade de Ciências e Tecnologia (FCT)

1997 → 2002

Computer Science, Bachelor, Faculdade de Ciências e Tecnologia (FCT)

1984 → 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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Research Output at NOVA

Computational Generalization in Taxonomies Applied to: (1) Analyze Tendencies of Research and (2) Extend User Audiences

Frolov, D., Nascimento, S., Fenner, T., Taran, Z. & Mirkin, B., 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019 - 20th International Conference, Proceedings. Yin, H., Allmendinger, R., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11872 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering

    Nascimento, S. & Madaleno, N., 1 Jan 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019 - 20th International Conference, Proceedings. Yin, H., Allmendinger, R., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Cham: Springer, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11872 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • A Study of Fuzzy Clustering to Archetypal Analysis

    Mendes, G. & Nascimento, S., 21 Nov 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Camacho, D., Novais, P., J. Tallón-Ballesteros, A. & Yin, H. (eds.). Springer-Verlag, p. 250-261 12 p. ( Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11315).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 1 Citation (Scopus)

    Applying Anomalous Cluster Approach to Spatial Clustering

    Nascimento, S. & Mirkin, B., 1 Feb 2017, Uncertainty Modeling: Dedicated to Professor Boris Kovalerchuk on his Anniversary. Kreinovich, V. (ed.). 1 ed. Springer International Publishing Switzerland, Vol. 683. p. 147-157 (Studies in Computational Intelligence; vol. 683).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    • Estimation of Markov transition probabilities via clustering: An application to Long Term Care

    Guerreiro, G. R. D., Esquível, M. L., Oliveira, M., Nascimento, S. & Lopes, H., 2017, p. 85-90. 6 p.

    Research output: Contribution to conference › Abstract

    • Activities

    • 7 Types of Public engagement and outreach - Public lecture/debate/seminar
    • 1 Types of Public engagement and outreach - Work on advisory panels for social community and cultural engagement

    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 2015

    Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar

    Data Recovery Fuzzy Clustering: an Additive Spectral Method and Applications

    Susana Maria dos Santos Nascimento de Almeida (Speaker)
    18 Mar 2015

    Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar

    Data recovery fuzzy clustering: proportional membership and additive spectral methods

    Susana Maria dos Santos Nascimento de Almeida (Speaker)
    12 Dec 2012 → 13 Dec 2012

    Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar

    Additive Fuzzy Spectral Method for Cluster Analysis of Community Structure

    Susana Maria dos Santos Nascimento de Almeida (Presenter)
    9 Mar 2010

    Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar

    Outline, objectives, and technological outcomes of the LSTOP project

    Susana Maria dos Santos Nascimento de Almeida (Presenter)
    19 May 2008

    Activity: Other › Types of Public engagement and outreach - Work on advisory panels for social community and cultural engagement