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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

  • 282 Citations
  • 7 h-Index
19972020

Research output per year

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Personal profile

Education/Academic qualification

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

1997 → 2002

Award Date: 31 Oct 2002

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

1984 → 1989

Award Date: 29 Sep 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

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

Frolov, D., Mirkin, B., Nascimento, S. & Fenner, T., 1 Jan 2020, Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. Le Thi, H. A., Le, H. M. & Pham Dinh, T. (eds.). Cham: Springer, p. 779-789 11 p. (Advances in Intelligent Systems and Computing; vol. 991).

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

    • 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

    Open Access
    File
    • 2 Downloads (Pure)

    Method for Generalization of Fuzzy Sets

    Frolov, D., Mirkin, B., Nascimento, S. & Fenner, T., 2019, Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Proceedings. Rutkowski, L., Scherer, R., Korytkowski, M., Tadeusiewicz, R., Pedrycz, W. & Zurada, J. M. (eds.). Cham: Springer, p. 273-286 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11508 LNAI).

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

    Open Access
    File
    • 2 Downloads (Pure)

    Unsupervised Initialization of Archetypal Analysis and Proportional Membership Fuzzy Clustering

    Nascimento, S. & Madaleno, N., 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

    • Using Taxonomy Tree to Generalize a Fuzzy Thematic Cluster

    Frolov, D., Nascimento, S., Fenner, T. & Mirkin, B., Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Institute of Electrical and Electronics Engineers Inc., 8859015. (IEEE International Conference on Fuzzy Systems; vol. 2019-June).

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

    Open Access
    File
    • 3 Downloads (Pure)

    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

    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

    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: 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