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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

  • 220 Citations
  • 6 h-Index
19972018
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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

Fingerprint Dive into the research topics where Susana Maria dos Santos Nascimento de Almeida is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Fuzzy clustering Engineering & Materials Science
Computer science Engineering & Materials Science
Clustering algorithms Engineering & Materials Science
Pixels Engineering & Materials Science
upwelling Earth & Environmental Sciences
Cluster analysis Engineering & Materials Science
sea surface temperature Earth & Environmental Sciences
Medical problems Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output at NOVA 1997 2018

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

Fuzzy clustering
Clustering algorithms
Learning systems

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

coastal water
upwelling
sea surface temperature
temperature
geography

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

Portugal
Long-Term Care
Cluster Analysis
Databases
Population
1 Citation (Scopus)

Ideal type model and an associated method for relational fuzzy clustering

Nascimento, S. & Mirkin, B., 23 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017. Institute of Electrical and Electronics Engineers Inc., 8015473

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

Fuzzy clustering
Fuzzy Clustering
Clustering algorithms
Clustering Algorithm
Fuzzy Membership
2 Citations (Scopus)

Applying the Gradient Projection Method to a Model of Proportional Membership for Fuzzy Cluster Analysis

Nascimento, S., 1 Sep 2016, Optimization and its Applications in Control and Data Sciences: In Honor of Boris T. Polyak’s 80th Birthday. Goldengorin, B. (ed.). 1st ed. Cham: Springer International Publishing, p. 353-380 (Springer Optimization and Its Applications; vol. 115).

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

Cluster analysis

Activities 1998 2015

  • 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