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Ivo Sousa-Ferreira holds a PhD in Statistics and Operational Research from the Faculty of Sciences at the University of Lisbon. Currently, he serves as an Integrated Research Member at the Centre of Statistics and its Applications (CEAUL) and as an Invited Assistant Professor at the Faculty of Exact Sciences and Engineering of the University of Madeira. His expertise lies in the domains of Statistics and Probability, with a special interest in Survival Analysis.
Identification

Personal identification

Full name
Ivo Miguel Sousa Ferreira
Gender
Male

Citation names

  • Sousa-Ferreira, Ivo
  • Ferreira, Ivo

Author identifiers

Ciência ID
6E10-F64C-8B54
ORCID iD
0000-0001-5526-3594
Google Scholar ID
Sht71RsAAAAJ&hl
Researcher Id
AAS-3533-2020
Scopus Author Id
57193736632

Email addresses

  • ivo.ferreira@staff.uma.pt (Professional)

Addresses

  • Centro de Estatística e Aplicações, Faculdade de Ciências, Universidade de Lisboa, 1749-016, Lisboa, Lisboa, Portugal (Professional)
  • Departamento de Matemática, Faculdade de Ciências Exatas e da Engenharia, Universidade da Madeira, 9020-105, Região Autónoma da Madeira, Funchal, Portugal (Professional)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Statistics and Probability

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Beginner (A1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Beginner (A1) Advanced (C1) Beginner (A1) Advanced (C1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2018/09 - 2023/05
Concluded
 Statistics and Operational Research (Doctor of Philosophy)
Major in Probability and Statistics
Faculty of Sciences, University of Lisbon, Portugal
"Parametric Survival Models for Recurrent Events" (THESIS/DISSERTATION)
 Approved with Distinction and Honours
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2023/09 - Current Invited Assistant Professor (University Teacher) University of Madeira, Portugal
Faculty of Exact Sciences and Engineering, University of Madeira, Portugal
Projects

Grant

Designation Funders
2020/09 - 2022/08 Parametric Survival Models for Recurrent Events
10.54499/2020.06459.BD
PhD Student Fellow
Fundação para a Ciência e a Tecnologia, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2018/09 - 2020/08 Parametric Survival Models for Recurrent Events
C00189m
PhD Student Fellow
Reitoria da Universidade de Lisboa, Portugal
 Reitoria da Universidade de Lisboa
Concluded
Outputs

Publications

Book chapter
  1. Sousa-Ferreira, Ivo; Rocha, Cristina; Abreu, Ana Maria. Corresponding author: Sousa-Ferreira, Ivo. "The extended Chen-Poisson marginal rate model for recurrent gap time data". In Springer Proceedings in Mathematics & Statistics, 337-351. Cham, Switzerland: Springer International Publishing, 2022.
    Published • 10.1007/978-3-031-12766-3_23
  2. Rodrigues, Bruno; Pereira, Elsa; Sousa-Ferreira, Ivo; Mascarenhas, Margarida. "Insular tourism: Profile and consumption patterns of an international football event held in Madeira Island". In Handbook of Research on Resident and Tourist Perspectives on Travel Destinations, edited by Pinto, Patrícia; Guerreiro, Manuela, 339-360. IGI Global, 2020.
    Published • 10.4018/978-1-7998-3156-3.ch016
  3. Sousa-Ferreira, Ivo; Abreu, Ana Maria. "Hybrid Model for Recurrent Event Data". In Matrices, Statistics and Big Data, edited by Ejaz S. Ahmed, Simo Puntanen, Francisco Carvalho, 23-33. Switzerland: Springer International Publishing, 2019.
    Published • 10.1007/978-3-030-17519-1_2
Conference paper
  1. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. Corresponding author: Sousa-Ferreira, Ivo. "A flexible non-mixture cure model for recurrent gap time data". Paper presented in The 37th International Workshop on Statistical Modelling, Dortmund, 2023.
    Published
  2. Sousa-Ferreira, Ivo; Rocha, Cristina; Abreu, Ana Maria. Corresponding author: Sousa-Ferreira, Ivo. "A flexible marginal rate model for recurrent events with a zero-recurrence proportion". Paper presented in 35th International Workshop on Statistical Modelling, Bilbao, 2020.
    Published
  3. Sousa-Ferreira, Ivo; Rocha, Cristina; Abreu, Ana Maria (2013-43DF-3CB0). Corresponding author: Sousa-Ferreira, Ivo. "Modelos paramétricos flexíveis para acontecimentos recorrentes". Paper presented in XXIV Congresso da Sociedade Portuguesa de Estatística, Amarante, 2019.
    Published
  4. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. Corresponding author: Sousa-Ferreira, Ivo. "Parametric regression models for recurrent events analysis based on Chen distribution". Paper presented in 34th International Workshop on Statistical Modelling, Guimarães, 2019.
    Published
  5. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. "Modelos de sobrevivência aplicados à análise de acontecimentos múltiplos". Paper presented in XXIII Congresso da Sociedade Portuguesa de Estatística, Lisboa, 2017.
    Published
Edited book
  1. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Gouveia-Reis, Délia; Mendonça, Sandra. Livro de Resumos: II Workshop Matemática na UMa. Funchal, Portugal: Universidade da Madeira. 2017.
    Published • Editor
Journal article
  1. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. Corresponding author: Sousa-Ferreira, Ivo. "The extended Chen-Poisson lifetime distribution". REVSTAT - Statistical Journal 21 2 (2023): 173-196. https://doi.org/10.57805/revstat.v21i2.405.
    Open access • Published • 10.57805/revstat.v21i2.405
  2. Silva, Catarina L.; Perestrelo, Rosa; Sousa-Ferreira, Ivo; Capelinha, Filipa; Câmara, José S.; Petkovic, Marijana. "Lipid biosignature of breast cancer tissues by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry". Breast Cancer Research and Treatment 182 1 (2020): 9-12. http://dx.doi.org/10.1007/s10549-020-05672-9.
    Open access • Published • 10.1007/s10549-020-05672-9
  3. Ideia, Pedro; Sousa-Ferreira, Ivo; Castilho, Paula C.. "A Novel and Simpler Alkaline Hydrolysis Methodology for Extraction of Ferulic Acid from Brewer's Spent Grain and its (Partial) Purification through Adsorption in a Synthetic Resin". Foods 9 5 (2020): 1-13. http://dx.doi.org/10.3390/foods9050600.
    Open access • Published • 10.3390/foods9050600
  4. Sousa-Ferreira, Ivo; Abreu, Ana Maria. Corresponding author: Abreu, Ana Maria. "A review of Cox's model extensions for multiple events". IJRDO - Journal of Applied Science 5 2 (2019): 47-62. https://www.ijrdo.org/index.php/as/article/view/2677.
    Open access • Published • 10.53555/as.v5i2.2677
  5. Sousa-Ferreira, Ivo; Sousa, Duarte. "A review of velocity-type PSO variants". Journal of Algorithms & Computational Technology 11 1 (2016): 23-30. http://dx.doi.org/10.1177/1748301816665021.
    Open access • Published • 10.1177/1748301816665021
Newsletter article
  1. Sousa-Ferreira, Ivo. "Análise de Sobrevivência em R", Boletim da Sociedade Portuguesa de Estatística (Primavera 2022), 2022, https://www.spestatistica.pt/publicacoes/publicacao/lideranca-estatistica.
  2. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. "Um olhar sobre o desenvolvimento de modelos de sobrevivência para acontecimentos recorrentes", Boletim da Sociedade Portuguesa de Estatística (Outono 2020), 2020, https://www.spestatistica.pt/publicacoes/publicacao/boletim-outono-2020.
Online resource
  1. Abreu, Ana Maria; Sousa-Ferreira, Ivo. Corresponding author: Abreu, Ana Maria. ecpdist R package: Extended Chen-Poisson Lifetime Distribution. 2024. https://CRAN.R-project.org/package=ecpdist.
    10.32614/CRAN.package.ecpdist
Report
  1. Sousa-Ferreira, Ivo; Abreu, Ana Maria; Rocha, Cristina. 2020. A new lifetime distribution and its applications in recurrent events analysis. http://ceaul.org/notas-comunicacoes-2020/.
Thesis / Dissertation
  1. "Modelos de Sobrevivência Paramétricos para Acontecimentos Recorrentes". PhD, Universidade de Lisboa Faculdade de Ciências, 2023. http://hdl.handle.net/10451/59856.
  2. Sousa-Ferreira, Ivo. "Modelos para Acontecimentos Múltiplos". Master, Universidade da Madeira Faculdade de Ciências Exatas e da Engenharia, 2016. http://hdl.handle.net/10400.13/1326.
Activities

Ad Hoc journal article review

Journal title (ISSN) Publisher
2024 - Current REVSTAT - Statistical Journal (1645-6726) Instituto Nacional de Estatística (Statistics Portugal)
2023/09 - Current Journal of Agricultural, Biological, and Environmental Statistics (1537-2693) Springer
2022/07 - Current Acta Médica Portuguesa (0870-399X) Instituto Nacional de Estatística (Statistics Portugal)

Association member

Society Organization name Role
2022/05 - Current International Society for Clinical Biostatistics Member number 10929
2019/07 - Current Statistical Modelling Society Member number 1673
2016/09 - Current Sociedade Portuguesa de Estatística Member number 1052
Distinctions

Award

2020 Best Oral Presentation at the 1st edition of the Jornadas de Estatística Médica
Centro de Estatística e Aplicações da Universidade de Lisboa, Portugal

SAS: Analytics Software & Solutions, Portugal
2020 2nd Best Oral Presentation at the 46th edition of the Young Statistician's Meeting
Royal Statistical Society, United Kingdom

The University of Manchester Division of Population Health, Health Services Research and Primary Care, United Kingdom
2020 SPE Award 2020
Sociedade Portuguesa de Estatística (SPE), Portugal
2019 Merit Diploma - Best Student of the Master's in Mathematics
Universidade da Madeira, Portugal
2018 Merit Scholarship - Academic Year 2013/2014, for the 3rd Year of Bachelor's Degree in Management
Direcção-Geral do Ensino Superior (DGES). (entregue em janeiro de 2018), Portugal
2011 1st Place Winner in the 'Student' category, in the 'Kangaroo Math Competition without Borders'
Universidade do Porto Departamento de Matemática, Portugal

Sociedade Portuguesa de Matemática, Portugal
2009 3rd Place Winner in the 'Bright Minds' Competition
Escola Básica e Secundária Gonçalves Zarco, com o patrocínio da Fundação Berardo., Portugal