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Miguel Martins Felgueiras. Completed the Doutoramento in Probabilities and Statistics in 2009/04/01 by Universidade de Lisboa Faculdade de Ciências. Is Adjunct Teacher in Instituto Politécnico de Leiria and Coordinator of master's programme in business statistics in Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão. Published 19 articles in journals. Has 5 book(s). In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Probabilidades e estatística; Teses de doutoramento; Conflito trabalho-família; Stress; Burnout; Satisfação no trabalho; Domínio/Área Científica::Ciências Sociais::Economia e Gestão; estimation; prevalence rate; pooled samples; array; Binary classification; cut-point; ROC curve; sensitivity; specificity; simulation; Segurança no trabalho; Acidente de trabalho; Inspeção no trabalho; Work safety; Work accident; Accident at work; Labour inspection; Portugal; Inferência Estatística; Modelação Estatística e Análise de Dados; Bioestatística; Computação Estatística; Teoria de Valores Extremos; Inferência paramétrica e semi paramétrica; Análise Bayesiana; Modelos espaço-temporais; .
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Identification

Personal identification

Full name
Miguel Martins Felgueiras

Citation names

  • Felgueiras, Miguel
  • Felgueras M
  • Miguel Martins Felgueiras

Author identifiers

Ciência ID
0F1B-DE05-36E5
ORCID iD
0000-0001-5450-7374
Google Scholar ID
https://scholar.google.com/citations?hl=pt-PT&user=6h2WMssAAAAJ&view_op=list_works&gmla=AJsN-F4AP4nvfL4Erl8vaY4_wcqGJMx4qm-DqBEDq4uzhKfM3T3BQXP7YJfegr67Pn8_lrdcfN5q055OmkA-s04LPPRU2oaQWg
Researcher Id
M-8134-2019
Scopus Author Id
50861001200

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Education
Degree Classification
2009/04/01
Concluded
 Probabilities and Statistics (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Modela»c~ao Estat¶³stica com Misturas e Pseudo-Misturas" (THESIS/DISSERTATION)
 Muito Bom com Louvor e Distinção
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2010/05/13 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria, Portugal

Positions / Appointments

Category
Host institution 		Employer
2021/07 - Current Coordinator of master's programme in business statistics Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2021/11 - 2023/11 Member of the Permanent Committee of the Technical-Scientific Council Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2011/03/30 - 2015/02/24 President of the Pedagogic Council Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Projects

Grant

Designation Funders
2007/10 - 2009/04 FLEXIBILIZAÇÃO ESTOCÁSTICA DE MODELOS DE SEGURANÇA SOCIAL
23131DFA
SFRH/BD/37108/2007
Universidade de Lisboa Faculdade de Ciências, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded

Contract

Designation Funders
2019/01/01 - 2019/12/31 Centro de Estatística e Aplicações
UID/MAT/00006/2019
154604UID
FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal

Universidade de Lisboa Centro de Estatística e Aplicações, Portugal

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 6 - 2011-2012
PEst-OE/MAT/UI0006/2011
123274UID
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book
  1. Felgueiras, M.; Martins, J.P.; Santos, R.. Distributions families in counting bacteria for compound sampling. 2014.
    10.1007/978-3-319-09150-1_39
  2. Felgueiras, M.M.. Pareto scale mixtures. 2013.
    10.1007/978-3-642-34904-1_29
  3. Seco, A.; Felgueiras, M.; Fdez-Riverola, F.; Pereira, A.. Elder care alert management - Decision support by a logistic regression model. 2011.
    10.1007/978-3-642-19931-8_2
  4. Felisberto, F.; Felgueiras, M.; Domingues, P.; Fdez-Riverola, F.; Pereira, A.. Improving the elder care's wireless sensor network fall detection system using logistic regression. 2011.
    10.1007/978-3-642-24352-3_34
  5. Felisberto, F.; Felgueiras, M.; Seco, A.; Fdez-Riverola, F.; Pereira, A.. Application of statistical methods to improve an acceleration based algorithm. 2011.
    10.1007/978-3-642-24352-3_35
Conference paper
  1. Martins, J.P.; Santos, R.; Felgueiras, M.. "Estimation of prevalence in rare disease using pooled samples". 2020.
    10.1088/1742-6596/1564/1/012028
  2. Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "Exploring Non-Convex Mixtures". Paper presented in The Mediterranean International Conference of Pure & Applied Mathematics and related areas, Antalya, 2018.
    Published
  3. Martins, João Paulo; Felgueiras, Miguel; Santos, Rui. "Comparing estimation in batched tests using one and two-dimensional arrays via simulation". Paper presented in The Mediterranean International Conference of Pure & Applied Mathematics and related areas, Antalya, 2018.
    Published
  4. Santos, Rui; Martins, João Paulo; Felgueiras, Miguel; Ferreira, Liliana. "Medidas de fiabilidade de classificação binária com base numa variável quantitativa - uma comparação via simulação". Paper presented in III Encontro Luso-Galaico de Biometria, Aveiro, 2018.
    Published
  5. Felgueiras, Miguel; Martins, João Paulo; Santos, Rui. "Glutamate dehydrogenase enzyme immunoassays: a meta-analysis with a Bayesian approach". Paper presented in 17th Computational and Mathematical Methods in Science and Engineering, Cádiz, 2017.
    Published
  6. Felgueiras, Miguel; Martins, João Paulo; Santos, Rui. "On Variance Equality for Gaussian Mixtures". Paper presented in 17th Computational and Mathematical Methods in Science and Engineering, Cadiz, 2017.
    Published
  7. Santos, Rui; Martins, João Paulo; Felgueiras, Miguel; Ferreira, Liliana. "Binary Classification Based on a Quantitative Variable - an Accuracy Comparison by Simulation". Paper presented in 17th Computational and Mathematical Methods in Science and Engineering, Cadiz, 2017.
    Published
  8. Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "Estimação em misturas pseudo-convexas". Paper presented in Congresso Anual da Sociedade Portuguesa de Estatística, Olhão, 2015.
    Published
  9. Sousa, Ricardo Augusto Domingues Gomes de Sá e, 1968-; Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "Metodologias de classificação baseadas em testes compostos: um estudo comparativo via simulação". Paper presented in XXII Congresso Anual da Sociedade Portuguesa de Estatística, Olhão, 2015.
    Published
  10. Felgueiras, M.; Santos, R.; Martins, J.P.. "Searching for the corner seismic moment in worldwide data". 2015.
    10.1063/1.4938769
  11. Martins, J.P.; Felgueiras, M.; Santos, R.. "Three-dimensional array-based group testing algorithms with one-stage". 2015.
    10.1063/1.4938770
  12. Martins, J.P.; Santos, R.; Felgueiras, M.. "A maximum likelihood estimator for the prevalence rate using pooled sample tests". 2015.
    10.1007/978-3-319-18029-8_8
  13. Santos, R.; Martins, J.P.; Felgueiras, M.. "Discrete compound tests and dorfman’s methodology in the presence of misclassification". 2015.
    10.1007/978-3-319-18029-8_7
  14. Felgueiras, M.; Santos, R.; Martins, J.P.. "Some results on Gaussian mixtures". 2014.
    10.1063/1.4897790
  15. Martins, J.P.; Felgueiras, M.; Santos, R.. "Maximum likelihood estimation in pooled sample tests". 2014.
    10.1063/1.4897795
  16. Santos, Rui; Martins, João Paulo; Felgueiras, Miguel. "Medidas para avaliar a utilização de testes compostos". Paper presented in XXI Congresso Anual da Sociedade Portuguesa de Estatística, Aveiro, 2013.
    Published
  17. Martins, João Paulo; Santos, Rui; Felgueiras, Miguel. "Combinação de estimativas de uma taxa de prevalência". Paper presented in XX Congresso Anual da Sociedade Portuguesa de Estatística, Porto, 2012.
    Published
  18. Felgueiras, M.; Martins, J.; Santos, R.. "Pseudo-convex mixtures". 2012.
    10.1063/1.4756346
  19. Felgueiras, M.; Santos, R.. "Exploring Pareto scale mixtures". 2012.
    10.1063/1.4756345
  20. Felisberto, Filipe; Felgueiras, Miguel; Pereira, António Manuel de Jesus; Seco, Alexandra. "Modelo Logístico de Detecção de Quedas". Paper presented in XIX Congresso Anual da SPE. Nazaré, Portugal, Nazaré, 2011.
    Published
Conference poster
  1. Felgueiras, Miguel; Santos, Rui; João Paulo Martins. "Pseudo-convex mixtures to model bathtub-shaped hazard rate data". Paper presented in International Conference Computational and Mathematical Methods in Science and Engineering (CMMSE 2023) & Second Conference on High Performance Computing (HPC), 2023.
  2. João Paulo Martins; Santos, Rui; Felgueiras, Miguel. "Pooled classification based on quantitative variables: a protocol to estimate hypothyroidism prevalence". Paper presented in International Conference Computational and Mathematical Methods in Science and Engineering (CMMSE 2023) & Second Conference on High Performance Computing (HPC), 2023.
  3. Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "Desempenho do algoritmo EM na estimação dos parâmetros de misturas pseudo-convexas". Paper presented in XXV Congresso da Sociedade Portuguesa de Estatística, 2021.
  4. Martins, João Paulo; Santos, Rui; Felgueiras, Miguel. "The use of the Student¿s T statistic on small samples in non-normal populations". Paper presented in International Conference Computational and Mathematical Methods in Science and Engineering, 2021.
  5. Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "Simulation assessment of EM algorithm in pseudo-convex mixtures generated by shape-extended stable distributions for extremes". Paper presented in International Conference Computational and Mathematical Methods in Science and Engineering, 2021.
  6. Santos, Rui; Felgueiras, Miguel; Martins, João Paulo. "A curva ROC na avaliação de metodologias de classificação binária baseadas em testes compostos". Paper presented in XXIV Congresso Anual da Sociedade Portuguesa de Estatística, 2019.
  7. Santos, Rui; Miguel Martins Felgueiras; João Paulo Martins; Liliana Ferreira. "Área integral versus área parcial sob a curva ROC". Paper presented in XXIII Congresso Anual da Sociedade Portuguesa de Estatística, 2017.
  8. Santos, Rui; João Paulo Martins; Miguel Martins Felgueiras. "Comparação do desempenho de estimadores em misturas pseudo-convexas via simulação". Paper presented in XXII Congresso Anual da Sociedade Portuguesa de Estatística, 2015.
  9. Felgueiras, Miguel; Rui Filipe Vargas de Sousa Santos; João Paulo Martins. "Techniques for counting bacteria in a pooled sample". Paper presented in 2nd IPLeiria International Health Congress, 2014.
  10. Santos, Rui; Miguel Martins Felgueiras; João Paulo Martins. "O papel do peso das caudas na utilização de testes quantitativos compostos". Paper presented in I Encontro Português de Biometria & I Encontro Luso-Galaico de Biometria, 2013.
  11. Santos, Rui; João Paulo Martins; Miguel Martins Felgueiras. "Estimação da taxa de prevalência em testes conjuntos". Paper presented in XX Congresso Anual da Sociedade Portuguesa de Estatística, 2012.
Journal article
  1. Beatriz Lau; Daniel Ramos; Vera Afreixo; Luís M. Silva; Ana Helena Tavares; Miguel Felgueiras; Diana Castro Paupério; João Firmino-Machado. "Predicting Red Blood Cell Transfusion in Elective Cardiac Surgery: A Machine Learning Approach". Mathematical and Computational Applications (2025): https://www.mdpi.com/2297-8747/30/2/22.
    10.3390/mca30020022
  2. João P. Martins; Miguel Felgueiras; Rui Santos; Manuela Amorim. "Bile Acid Loss Syndrome Screening: A Protocol Using Pooled Samples". Computational Problems in Science and Engineering II (2025): https://publons.com/wos-op/publon/73463506/.
    10.1007/978-3-031-78416-3_3
  3. Filipa Rocha; Cristiana J. Silva; Sofia J. Pinheiro; Vera Afreixo; Rui Pedro Leitão; Miguel Felgueiras. "Characterization of the Appointment’s Reasons for“P—Psychological” on the ICPC-2 Scale in Primary Health Care Services". Mathematical and Computational Applications (2025): https://publons.com/wos-op/publon/74281244/.
    10.3390/MCA30020028
  4. Ana Pereira; Cláudia Pinho; Adriana Oliveira; Rui Santos; Miguel Felgueiras; J.P. Martins. "Vaccination Promotion Strategies in the Elderly: Systematic Review and Meta-Analysis". Vaccines (2024): https://www.mdpi.com/2076-393X/12/12/1395.
    10.3390/vaccines12121395
  5. Rui Santos; Miguel Felgueiras; João Martins. "Simulation Assessment of Expectation-maximization Algorithm in Pseudo-convex Mixtures Generated by the Exponential Distribution". WSEAS TRANSACTIONS ON MATHEMATICS 23 (2024): 312–321-312–321. http://dx.doi.org/10.37394/23206.2024.23.34.
    10.37394/23206.2024.23.34
  6. Miguel Felgueiras; João Martins; Rui Santos. "Gaussian Mixtures with common Variance". WSEAS TRANSACTIONS ON MATHEMATICS (2024): http://dx.doi.org/10.37394/23206.2024.23.30.
    10.37394/23206.2024.23.30
  7. Tedim, S.; Afreixo, V.; Felgueiras, M.; Leitão, R.P.; Pinheiro, S.J.; Silva, C.J.. "Evaluating COVID-19 in Portugal: Bootstrap confidence interval". AIMS Mathematics 9 2 (2024): 2756-2765. http://www.scopus.com/inward/record.url?eid=2-s2.0-85180864351&partnerID=MN8TOARS.
    10.3934/math.2024136
  8. Martins, J.P.; Santos, M.; Martins, A.; Felgueiras, M.; Santos, R.. "Seasonal Influenza Vaccine Effectiveness in Persons Aged 15–64 Years: A Systematic Review and Meta-Analysis". Vaccines 11 8 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85169050795&partnerID=MN8TOARS.
    10.3390/vaccines11081322
  9. Rocha, Filipa; Silva, Criatiana; Felgueiras, Miguel; Leitão, Rui Pedro; Pinheiro, Sofia; Afreixo, Vera. "Characterization of mental health issues in the region of Aveiro — A retrospective analysis". (2022): https://doi.org/10.34624/jshd.v4i1.28966.
    https://doi.org/10.34624/jshd.v4i1.28966
  10. Martins, J.P.; Felgueiras, M.; Santos, R.. "Mean Value Estimation Using Low Size Samples Extracted from Skewed Populations". WSEAS Transactions on Mathematics 21 (2022): 107-112. http://www.scopus.com/inward/record.url?eid=2-s2.0-85128579683&partnerID=MN8TOARS.
    10.37394/23206.2022.21.16
  11. Ana Valongo; Miguel Felgueiras. "Constructing the Continuity Concept". WSEAS Transactions on Advances in Engineering Education (2022): https://publons.com/wos-op/publon/52383464/.
    10.37394/232010.2022.19.11
  12. FELGUEIRAS, Miguel; SANTOS, Rui; MARTINS, Joao Paulo. "Pareto Randomization of the Scaling Parameter for the Gaussian Distribution". International Journal of Informatics and Applied Mathematics 4 2 (2021): 43-52. http://dx.doi.org/10.53508/ijiam.1020679.
    10.53508/ijiam.1020679
  13. Martins, João Paulo; Felgueiras, Miguel; Santos, Rui. "The reference method influence on the sensitivity of the Clostridium difficile enzyme immunoassays: A meta analysis". Journal of Microbiological Methods 173 (2020): 105912. http://dx.doi.org/10.1016/j.mimet.2020.105912.
    Published • 10.1016/j.mimet.2020.105912
  14. Miguel Martins Felgueiras; João Paulo Martins; Santos, Rui. "Alternative heavy tailed models in seismology". International Conference on Mathematical Methods & Computational Techniques in Science & Engineering (2020): https://publons.com/publon/31913812/.
    10.1088/1742-6596/1564/1/012002
  15. Felgueiras, M.; Santos, R.; Martins, J.P.. "Pareto models for the energy released in earthquakes". WSEAS Transactions on Power Systems 15 (2020): 94-102. http://www.scopus.com/inward/record.url?eid=2-s2.0-85090833573&partnerID=MN8TOARS.
    10.37394/232016.2020.15.11
  16. Rui Santos; João Paulo Martins; Miguel Felgueiras; Susana Ferreira. "Revisiting random polygonal lines iteratively generated on the plane". Computational and Mathematical Methods 1 4 (2019): https://publons.com/publon/18374250/.
    10.1002/CMM4.1036
  17. Santos , Rui; Felgueiras , Miguel; Martins , João Paulo; Liliana Ferreira , Liliana Ferreira; Santos, R.; Felgueiras, M.; Martins, J.P.; Ferreira, L.. "Accuracy Measures for Binary Classification Based on a Quantitative Variable". Revstat Statistical Journal 17 2 (2019): 223-244. https://doi.org/10.57805/revstat.v17i2.266.
    https://doi.org/10.57805/revstat.v17i2.266
  18. Felgueiras, M.M.; Martins, J.P.; Santos, R.F.. "Gaussian scale mixtures". Journal of Numerical Analysis, Industrial and Applied Mathematics 11 1-2 (2017): 1-10. http://www.scopus.com/inward/record.url?eid=2-s2.0-85013170716&partnerID=MN8TOARS.
  19. Martins , João Paulo; Felgueiras , Miguel; Santos , Rui; Martins, J.P.; Felgueiras, M.; Santos, R.. "ESTIMATION THROUGH ARRAY-BASED GROUP TESTS". REVSTAT - Statistical Journal 15 4 (2017): 487-500. https://publons.com/publon/16225643/.
    https://doi.org/10.57805/revstat.v15i4.223
  20. Santos, R.; Felgueiras, M.; Martins, J.P.. "Pseudo-convex mixtures generated by shape-extended stable distributions for extremes". Journal of Statistical Theory and Practice (2016): 1-18. http://www.scopus.com/inward/record.url?eid=2-s2.0-84961214068&partnerID=MN8TOARS.
    10.1080/15598608.2016.1146929
  21. Santos, R.; Martins, J.P.; Felgueiras, M.. "Known Mean, Unknown Maxima? Testing the Maximum Knowing only the Mean". Communications in Statistics: Simulation and Computation 44 10 (2015): 2473-2491. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937426381&partnerID=MN8TOARS.
    10.1080/03610918.2013.773345
  22. Felgueiras, Miguel; Martins, Joao Paulo; Santos, Rui. "Meta-analysis techniques applied in prevalence rate estimation". Discussiones Mathematicae Probability and Statistics 33 1-2 (2013): 79-79. http://dx.doi.org/10.7151/dmps.1151.
    10.7151/dmps.1151
  23. Henriques, Diogo; Basto-Fernandes, Vitor; Seco, Alexandra; Felgueiras, Miguel; Pereira, António; Pereira, Antonio. "LOSTE-Location Oriented System Technology for the Elder". Procedia Technology 5 (2012): 575-580. http://dx.doi.org/10.1016/j.protcy.2012.09.063.
    10.1016/j.protcy.2012.09.063
  24. Pereira, Antonio; Felisberto, Filipe; Maduro, Luis; Felgueiras, Miguel. "Fall Detection on Ambient Assisted Living using a Wireless Sensor Network". Adcaij-advances in Distributed Computing and Artificial Intelligence Journal (2012): https://publons.com/publon/18373501/.
  25. Miguel Felgueiras; Felgueiras, M.M.. "Explaining the seismic moment of large earthquakes by heavy and extremely heavy tailed models". Gem-international Journal on Geomathematics 3 2 (2012): 209-222. https://publons.com/publon/18373500/.
    10.1007/S13137-012-0042-5
Thesis / Dissertation
  1. Catarino, André Filipe Almeida. "Metodologias de Classificação Baseadas em Testes Compostos". Master, 2024. http://hdl.handle.net/10400.8/10278.
  2. Maria, Ricardo Gomes Dourado Mendes. "Análise temporal da sinistralidade laboral em Portugal de 2009 a 2019: correlação entre a atividade inspetiva e a sinistralidade laboral". Master, 2023. http://hdl.handle.net/10400.21/16682.
  3. Valério, Diogo Santos. "Impacto do conflito trabalho-família no burnout, stress e satisfação no trabalho". Master, 2018. http://hdl.handle.net/10400.8/3275.
  4. Felgueiras, Miguel; Felgueiras, Miguel Martins, 1976-. "Modelação estatística com misturas e pseudo-misturas". PhD, 2008. http://hdl.handle.net/10451/1601.

Other

Other output
  1. An Overview of Quantitative Continuous Compound Analysis. 2015. Rui Santos; João Paulo Martins; Miguel Felgueiras. http://dx.doi.org/10.1007/978-3-319-16118-1_35.
    10.1007/978-3-319-16118-1_35