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Rui Portocarrero Macedo de Morais Sarmento. Concluiu Mestrado em Análise de Dados e Sistemas de Apoio à Decisão pela Universidade do Porto em 2013. É da Universidade do Porto. Publicou 4 artigos em revistas especializadas e 5 trabalhos em actas de eventos, possui 4 capítulos de livros e 1 livro publicados. Possui 1 software registado e outros 2 itens de produção técnica. Nas suas actividades profissionais interagiu com 16 colaboradores em co-autorias de trabalhos científicos. No seu curriculum DeGóis os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: data stream visualizations, ego-networks, real time applications, social network stream mining e telecommunication networks.
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Identification

Personal identification

Full name
Rui Portocarrero Sarmento

Citation names

  • Sarmento, Rui Portocarrero Macedo de Morais

Author identifiers

Ciência ID
5514-A4F1-828B
ORCID iD
0000-0003-1891-5295

Languages

Language Speaking Reading Writing Listening Peer-review
Spanish; Castilian Beginner (A1) Intermediate (B1) Beginner (A1) Intermediate (B1)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Intermediate (B1) Advanced (C1) Intermediate (B1) Intermediate (B1)
Education
Degree Classification
2015/09/01 - 2016/07/15
Concluded
 Programa Doutoral em Engenharia Informática (Curso de doutoramento (conclusão de unidades curriculares))
Major in Análise de Dados
Universidade do Porto Faculdade de Engenharia, Portugal
 16
2013
Concluded
 Mestrado em Análise de Dados e Sistemas de Apoio à Decisão (Mestrado)
Universidade do Porto Faculdade de Economia, Portugal
"Large Scale Social Network Analysis" (THESIS/DISSERTATION)
 15.44
1997 - 2003
Concluded
 Engenharia Electrotecnica e de Computadores (Licenciatura)
Universidade do Porto, Portugal
 12
Affiliation

Science

Category
Host institution 		Employer
2013/10 - Current Researcher (Research) Universidade do Porto, Portugal
2013/09/01 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Other Careers

Category
Host institution 		Employer
2009/07/01 - 2011/12/01 Técnico Superior (Técnico Superior) STCP, Portugal
2009/07 - 2011/12 Técnico Superior (Técnico Superior) Sociedade de Transportes Colectivos do Porto, Portugal
2006/12 - 2009/06 Técnico Superior (Técnico Superior) IPBrick International, Portugal
2004/08 - 2006 Técnico Superior (Técnico Superior) Siemens Comunicações, Portugal

Others

Category
Host institution 		Employer
2017 - 2018 Bolseiro Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Outputs

Publications

Book
  1. Sarmento, Rui; Costa, Vera. Comparative Approaches to Using R and Python for Statistical Data Analysis. EUA, United States: IGI Global. 2017.
    Published • 10.4018/978-1-68318-016-6
Book chapter
  1. Sarmento, Rui Portocarrero Macedo de Morais; Cordeiro, Mário; Brazdil, Pavel; Gama, João. "Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks". In Complex Networks & Their Applications VI, 341-352. Cham: Springer International Publishing, 2018.
    Published • 10.1007/978-3-319-72150-7_28
  2. Sarmento, Rui Portocarrero Macedo de Morais. "Evolving Networks and Social Network Analysis Methods and Techniques". In Social Media and Journalism, 1-30. Czech Republic: IntechOpen, 2018.
    Published • 10.5772/intechopen.79041
  3. Sarmento, Rui; Oliveira, Márcia; Cordeiro, Mário; Tabassum, Shazia; Gama, João. "Social Network Analysis in Streaming Call Graphs". In Big Data Analysis: New Algorithms for a New Society, 239-261. Cham: Springer International Publishing, 2016.
    Published • 10.1007/978-3-319-26989-4_10
  4. Sarmento, Rui; Trigo, Luís; Fonseca, Liliana. "A Comprehensive Workflow for Enhancing Business Bankruptcy Prediction". In Integration of Data Mining in Business Intelligence Systems, 216-238. USA: IGI Global, 2015.
    Published • 10.4018/978-1-4666-6477-7.ch011
Conference paper
  1. Sarmento, R.P.; Cordeiro, M.; Brazdil, P.; Gama, J.; Sarmento, Rui Portocarrero Macedo de Morais. "Incremental TextRank - Automatic keyword extraction for text streams". Paper presented in ICEIS 2018, Funchal, 2018.
    Published
  2. Sarmento, Rui Portocarrero Macedo de Morais. "Streaming Networks Sampling using top­k Networks". Paper presented in ICEIS 2015, Barcelona, Spain, 2015.
    Published
  3. Trigo, L.; Víta, M.; Sarmento, R.; Brazdil, P.; Trigo, Luis; Víta, Martin; Sarmento, Rui; Brazdil, Pavel. "Retrieval, visualization and validation of affinities between documents". Paper presented in 1st International Workshop on the design, development and use of Knowledge IT Artifacts in professional communities and aggregations, Lisbon, Portugal, 2015.
    Published • 10.5220/0005662904520459
  4. Sarmento, R.; Cordeiro, M.; Gama, J.. "Streaming networks sampling using top-K networks". 2015.
  5. Sarmento, Rui. "Visualization of Evolving Large Scale Ego-networks". 2015.
    10.1145/2695664.2695960
  6. Sarmento, Rui Portocarrero Macedo de Morais. "Visualization for Streaming Networks". Paper presented in Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, 2014.
    Published
Journal article
  1. Rui P. Sarmento. "Metrics of Evolving Ego-Networks with Forgetting Factor". International Journal of Social and Organizational Dynamics in IT (2017):
    10.4018/IJSODIT.2017010103
  2. Rui Sarmento. "Topic Modeling - A Case Study with Scientific Production". DSIE 16 Proce 1 (2016): 175-186.
    Published
  3. Sarmento, Rui, Lu¿s Trigo; Liliana Fonseca. "Predicting Business Bankruptcy: A Comprehensive Case Study.". IJSODIT 5 2 (2016): 48-65.
    Published
  4. Sarmento, Rui; Cordeiro, M{\'a. "Dynamic community detection in evolving networks using locality modularity optimization". Social Network Analysis and Mining 6 1 (2016): 1-20. http://dx.doi.org/10.1007/s13278-016-0325-1.
    Published • 10.1007/s13278-016-0325-1
  5. Sarmento, Rui Portocarrero Macedo de Morais. "Affinity mining of documents sets via network analysis, keywords and summaries". Oslo Studies in Language Vol 7, No 1 (2015) 7 1 (2015): 183-206. https://www.journals.uio.no/index.php/osla/article/view/1456.
    Published
Magazine article
  1. Sarmento, Rui Portocarrero Macedo de Morais; Sarmento, Rui. "Visualization for Streaming Telecommunications Networks", Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers, 2015, http://dx.doi.org/10.1007/978-3-319-17876-9_8.
    10.1007/978-3-319-17876-9_8
Report
  1. Sarmento, Rui Portocarrero Macedo de Morais. 2018. A System for Efficient Communication between Patients and Pharmacies.
  2. Sarmento, Rui Portocarrero Macedo de Morais. 2018. Incremental Sparse TFIDF & Incremental Similarity with Bipartite Graphs.

Other

Other output
  1. Confirmatory Factor Analysis -- A Case study. 2019. Sarmento, Rui Portocarrero Macedo de Morais.
  2. DynComm R Package -- Dynamic Community Detection for Evolving Networks. 2019. Sarmento, Rui Portocarrero Macedo de Morais.
  3. Inventory Management - A Case Study with NetLogo. 2019. Sarmento, Rui Portocarrero Macedo de Morais.
  4. Density-based Community Detection/Optimization. 2019. Sarmento, Rui Portocarrero Macedo de Morais.
  5. Idealize - A Notion of Idea Strength. 2019. Sarmento, Rui Portocarrero Macedo de Morais.
  6. DEVICE AND METHOD FOR KEYWORD EXTRACTION FROM A TEXT STREAM. Software. 2018. Sarmento, Rui Portocarrero Macedo de Morais; Cordeiro, Mário; Gama, João; Brazdil, Pavel.
  7. Dynamic Laplace: Efficient Centrality Measure for Weighted or Unweighted Evolving Networks. 2018. Sarmento, Rui; Sarmento, Rui Portocarrero Macedo de Morais.
  8. Large Scale Social Network Analysis. 2013. Rui Sarmento.
Activities

Association member

Society Organization name Role
Current Ordem dos Engenheiros