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Florbela Alexandra Pires Fernandes. Completed the Doutoramento in Ciências - Matemática (Science - Mathematics) in 2014 by Universidade do Minho, Mestrado in Matemática e Aplicações à Mecânica (MSc in Mathematics and Applications in Mechanics) in 2004 by Universidade do Minho and Licenciatura in Matemática (BSc in Mathematics) in 1998 by Universidade de Coimbra. Is Adjunct Teacher in Instituto Politécnico de Bragança, Integrated member in Centro de Investigação em Digitalização e Robótica Inteligente ¿ Instituto Politécnico de Bragança and Head of Mathematics Department in Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão. Published 4 articles in journals. Has 18 section(s) of books and 12 book(s). Organized 7 event(s). Supervised 4 MSc dissertation(s). Has received 1 awards and/or honors. Participates and/or participated as Co-Principal Investigator (Co-PI) in 2 project(s), Principal investigator in 2 project(s), Researcher in 9 project(s) and Supervisor in 1 project(s). Works in the area(s) of Exact Sciences with emphasis on Mathematics with emphasis on Applied Mathematics. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: nonlinear programming; mixed integer programming; multistart methods; populational methods; optimization; otimização; paralelização; Agriculture and sustainability; Bio-based value chains; Digital and clean technologies; Bioeconomy; Pure Mathematics; Biostatistics; Modelling and Simulation; Computational Mathematics; Young researchers; Automatic clustering algorithms; Optimization; Bio-inspired methods; e-learning technology; Applied science; Artificial intelligence; Entrepreneurship; Energy; Environment; Technology; E-learning platforms; Mathematics; Active learning; Education technologies; Data analysis; Learning; Machine learning; Robotics; Health informatics; Industry 4.0; MCSFilter method; Parallelization; Applied Science; C language; Learning algorithms; .
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Identification

Personal identification

Full name
Florbela Alexandra Pires Fernandes

Citation names

  • Fernandes, Florbela P.

Author identifiers

Ciência ID
501D-6FD0-CC53

Addresses

  • Instituto Politécnico de Bragança. Escola Superior de Tecnologia e Gestão - Gab 31, 5300-857, Bragança, Bragança, Portugal (Professional)

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
Education
Degree Classification
2014
Concluded
 Ciências - Matemática (Science - Mathematics) (Doutoramento)
Universidade do Minho, Portugal
"Programação não linear inteira mista e não convexa sem derivadas" (THESIS/DISSERTATION)
2004
Concluded
 Matemática e Aplicações à Mecânica (MSc in Mathematics and Applications in Mechanics) (Mestrado)
Major in Não Aplicável
Universidade do Minho, Portugal
 Muito Bom (Very Good)
1998
Concluded
 Matemática (BSc in Mathematics) (Licenciatura)
Major in Formação Educacional
Universidade de Coimbra, Portugal
 13
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2024 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico de Bragança, Portugal
2015 - 2024 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Bragança, Portugal
1998 - 2015 Assistant (Polytechnic Teacher) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal

Positions / Appointments

Category
Host institution 		Employer
2021/10 - Current Head of Mathematics Department Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2018 - Current Integrated member Centro de Investigação em Digitalização e Robótica Inteligente – Instituto Politécnico de Bragança, Portugal
2009 - 2014 Collaborator member Universidade do Minho Centro de Matemática, Portugal
2007 - 2009 Membro do Conselho Diretivo (executive council member) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2004 - 2009 Membro do Conselho Científico (Scientific council member) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2002 - 2009 Membro do Conselho Pedagógico (Pedagogic council member) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2004 - 2006 Coordenação do Departamento de Matemática (vice-coordinator of Mathematics department) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
Projects

Contract

Designation Funders
2023/11/01 - Current Icarbono
Fundação LaCaixa
Researcher
Ongoing
2025/01 - 2027/12 Smart Produce
NORTE2030-FEDER-01182700
Researcher
2023/01/01 - 2025/12/31 STEP - STEM AND EQUALITY, DIVERSITY AND INCLUSION: AN OPEN DIALOGUE FOR RESEARCH ENHANCEMENT IN PORTUGAL
101078933
Researcher
Instituto Politécnico de Bragança - Research Centre in Digitalization and Intelligent Robotics,, Portugal
 European Union
Ongoing
2021/01/01 - 2025/12/31 Associate Laboratory for Sustainability and Tecnology in Mountain Regions
LA/P/0007/2020
Instituto Politécnico de Bragança, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2022/01/01 - 2024/06/30 iMath - An Intelligent System to Learn Mathematics
2021-1-PT01-KA220-HED-000023288
Co-Principal Investigator (Co-PI)
Instituto Politécnico de Bragança - Research Centre in Digitalization and Intelligent Robotics,, Portugal
 Erasmus Plus
Ongoing
2021/04/01 - 2023/03/30 iSafety: Sistema inteligente para a segurança e bem-estar ocupacional no setor do retalho
7732/2021
Researcher
Instituto Politécnico de Bragança - Research Centre in Digitalization and Intelligent Robotics,, Portugal
Concluded
2020 - 2022 SmartHealth: Inteligência Artificial para Cuidados de Saúde Personalizados ao Longo da Vida
NORTE-01-0125-000045
Researcher
Ongoing
2018/10/01 - 2021/09/30 FIT4FoF - Making our Workforce Fit for the Factory of the Future
FIT4FoF
Researcher
Instituto Politécnico de Bragança, Portugal
 European Commission
Concluded
2020 - 2021/08/31 PAROPTmcsf
.
Principal investigator
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
 Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente
Concluded
2018/09 - 2021/03 Focus on Students with Mathematics Learning Disabilities
2018-1IT02KA201048274
 European Commission
Concluded
2018/09 - 2021/02 MathE - Improve Math Skills in Higher Education
2018-1-PT01-KA203-047361
Co-Principal Investigator (Co-PI)
Instituto Politécnico de Bragança, Portugal
 Erasmus Plus
Concluded
2018 - 2021 SAFe - Sistema de Monitorização e Alerta Florestal
05
Researcher
Instituto Politécnico de Bragança - Research Centre in Digitalization and Intelligent Robotics,, Portugal
Concluded
2015 - 2017 e-learning from nature
2015-1-IT02-KA201-015133
Researcher
Instituto Politécnico de Bragança, Portugal
 European Commission
Concluded
2013 - 2014 Laboratório de Jogos
PEC268/2012
Researcher
Instituto Politécnico de Bragança, Portugal
 Ciência Viva
Concluded
2011 - 2013 Ciênci@bragança
Ciênci@bragança
Researcher
Ciência Viva, Portugal
Concluded
2006 - 2008 Eureka - Jogos Matemáticos
ID355/2006
Researcher
Ciência Viva
Concluded
Outputs

Publications

Book
  1. Pereira, A.I.; Fernandes, F.P.; Coelho, J.P.; Teixeira, J.P.; Lima, J.; Pacheco, M.F.; Lopes, R.P.; Álvarez, S.T.. Preface. 2024.
  2. Pereira, A.I.; Mendes, A.; Fernandes, F.P.; Pacheco, M.F.; Coelho, J.P.; Lima, J.. Preface. 2024.
  3. Pereira, A.I.; Fernandes, F.P.; Coelho, J.P.; Teixeira, J.P.; Lima, J.; Pacheco, M.F.; Lopes, R.P.; Álvarez, S.T.. Preface. 2024.
  4. Fernandes, Florbela P.; Morais, Pedro; Pinto, Pedro. 3rd Symposium of applied science for young researchers: short papers. Instituto Politécnico de Bragança. 2023.
  5. Fernandes, Florbela P.; Morais, Pedro; Pinto, Pedro. 3rd Symposium of applied science for young researchers: proceedings 2023. Instituto Politécnico de Bragança. 2023.
  6. Fernandes, Florbela P. (Ed.); Morais, Pedro (Ed.); Pinto, Pedro (Ed.). 2nd Symposium of Applied Science for Young Researchers: Proceedings. Instituto Politécnico de Bragança. 2022.
    10.34620/sasyr_2022
  7. Fernandes, Florbela P. (Ed.); Morais, Pedro (Ed.); Pinto, Pedro (Ed.). 2nd Symposium of Applied Science for Young Researchers: book of abstracts. Instituto Politécnico de Bragança. 2022.
  8. Ferreira, Ângela P. (Ed.); Fernandes, Carla S. (Ed.); Fernandes, Florbela P. (Ed.); Pais, Luís S. (Ed.). CIEEMAT 2022 - VII Ibero-American Congress on Entrepreneurship, Energy, Environment and Technology: book of abstracts. Instituto Politécnico de Bragança. 2022.
  9. Pereira, Ana I. (Ed.); Andrej, Košir (Ed.); Fernandes, Florbela P. (Ed.); Pacheco, Maria F.; Teixeira, João Paulo (Ed.); Lopes, Rui Pedro (Ed.). Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022. Springer. 2022.
  10. Sakurada, L.; Geraldes, C.A.S.; Fernandes, F.P.; Pontes, J.; Leitão, P.. Analysis of New Job Profiles for the Factory of the Future. 2021.
    10.1007/978-3-030-69373-2_18
  11. Fernandes, Florbela P. (Ed.); Morais, Pedro (Ed.); Pinto, Pedro (Ed.). 1st Symposium of Applied Science for Young Researchers: book of abstracts. Instituto Politécnico de Bragança. 2021.
  12. Pereira, Ana I. (Ed.); Fernandes, Florbela P. (Ed.); Coelho, João Paulo (Ed.); Teixeira, João Paulo (Ed.); Pacheco, Maria F. (Ed.); Alves, Paulo (Ed.); Lopes, Rui Pedro (Ed.). Optimization, learning algorithms and applications: first International Conference, OL2A 2021. Springer Nature. 2021.
    10.1007/978-3-030-91885-9
  13. Fernandes, Florbela P. (Ed.); Morais, Pedro (Ed.); Pinto, Pedro (Ed.). 1st Symposium of Applied Science for Young Researchers: proceedings. Instituto Politécnico de Bragança. 2021.
    10.34620/sasyr_proceedings_2021
  14. Pereira, Ana I. (Ed.); Fernandes, Florbela P. (Ed.); Coelho, João Paulo (Ed.); Teixeira, João Paulo (Ed.); Pacheco, Maria F. (Ed.); Alves, Paulo (Ed.); Lopes, Rui Pedro (Ed.). International Conference on Optimization, Learning Algorithms and Applications: book of abstracts. Instituto Politécnico de Bragança. 2021.
Book chapter
  1. Lucas D. Borges; Inês Sena; Vitor Marcelino; Felipe G. Silva; Florbela P. Fernandes; Maria F. Pacheco; Clara B. Vaz; José Lima; Ana I. Pereira. "Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector – A Case Study". 2024.
    10.1007/978-3-031-53025-8_3
  2. Beatriz Flamia Azevedo; Roberto Molina de Souza; Maria F. Pacheco; Florbela P. Fernandes; Ana I. Pereira. "Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition". 2024.
    10.1007/978-3-031-53025-8_21
  3. Inês Sena; Ana Cristina Braga; Paulo Novais; Florbela P. Fernandes; Maria F. Pacheco; Clara B. Vaz; José Lima; Ana I. Pereira. "Exploring Features to Classify Occupational Accidents in the Retail Sector". 2024.
    10.1007/978-3-031-53025-8_4
  4. Klein, Luan C.; Chellal, Arezki Abderrahim; Grilo, Vinicius; Gonçalves, José; Pacheco, Maria F.; Fernandes, Florbela P.; Monteiro, Fernando C.; Lima, José. "Assessing the Reliability of AI-Based Angle Detection for Shoulder and Elbow Rehabilitation". In Communications in Computer and Information Science, edited by Ana I. Pereira; Florbela P. Fernandes; M. Fátima Pacheco; José Lima; João Paulo Coelho; Armando Mendes, 3-18. Portugal: Springer Nature Switzerland, 2024.
    10.1007/978-3-031-53036-4_1
  5. Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Florbela P. Fernandes; Maria F. Pacheco; Ana I. Pereira. "Comparison Between Single and Multi-objective Clustering Algorithms: MathE Case Study". 2024.
    10.1007/978-3-031-77426-3_5
  6. Gabriel A. Leite; Beatriz Flamia Azevedo; Sofia Ribeiro Ferreira; Maria F. Pacheco; Florbela P. Fernandes; Ana I. Pereira. "Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis". 2024.
    10.1007/978-3-031-77426-3_7
  7. Clara B. Vaz; Inês Sena; Ana Cristina Braga; Paulo Novais; Florbela P. Fernandes; José Lima; Ana I. Pereira. "Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models". 2024.
    10.1007/978-3-031-77426-3_18
  8. Inês Sena; João Mendes; Florbela P. Fernandes; Maria F. Pacheco; Clara B. Vaz; José Lima; Ana Cristina Braga; Paulo Novais; Ana I. Pereira. "Impact of Organizational Factors on Accident Prediction in the Retail Sector". 2023.
    10.1007/978-3-031-37108-0_3
  9. Pacheco, Maria F.; Pereira, Ana I.; Fernandes, Florbela P.. "Estratégias inclusivas para o ensino da matemática: projeto SMILD". Universidade Tecnológica Federal do Paraná, 2023.
  10. Chellal, A.A.; Lima, J.; Gonçalves, J.; Fernandes, F.P.; Pacheco, M.F.; Monteiro, F.C.; Valente, A.. "SmartHealth: A Robotic Control Software for Upper Limb Rehabilitation". 2022.
    10.1007/978-3-031-10047-5_59
  11. Beatriz Flamia Azevedo; Yahia Amoura; Ana Maria A. C. Rocha; Florbela P. Fernandes; Maria F. Pacheco; Ana I. Pereira. "Analyzing the MathE Platform Through Clustering Algorithms". 2022.
    10.1007/978-3-031-10562-3_15
  12. Felipe G. Silva; Inês Sena; Laires A. Lima; Florbela P. Fernandes; Maria F. Pacheco; Clara B. Vaz; José Lima; Ana I. Pereira. "External Climate Data Extraction Using the Forward Feature Selection Method in the Context of Occupational Safety". 2022.
    10.1007/978-3-031-10562-3_1
  13. Inês Sena; Laires A. Lima; Felipe G. Silva; Ana Cristina Braga; Paulo Novais; Florbela P. Fernandes; Maria F. Pacheco; et al. "Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study". 2022.
    10.1007/978-3-031-23236-7_14
  14. Beatriz Flamia Azevedo; Sofia F. Romanenko; Maria de Fatima Pacheco; Florbela P. Fernandes; Ana I. Pereira; Azevedo, Beatriz Flamia; Romanenko, Sofia; et al. "Data Analysis Techniques Applied to the MathE Database". 2022.
    10.1007/978-3-031-23236-7_43
  15. Luís Monteiro; José Rufino; Andrey Romanenko; Florbela P. Fernandes. "An Improved Multi-Threaded Implementation of the MCSFilter Optimization Algorithm". 2022.
    10.1007/978-3-031-23236-7_17
  16. Thadeu Brito; João Mendes; Matheus Zorawski; Beatriz Flamia Azevedo; Ala Khalifeh; Florbela P. Fernandes; Ana I. Pereira; et al. "Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices". 2022.
    10.1007/978-3-031-23236-7_41
  17. Arezki A. Chellal; José Lima; Florbela P. Fernandes; José Gonçalves; Maria F. Pacheco; Fernando C. Monteiro. "Overview of Robotic Based System for Rehabilitation and Healthcare". 2021.
    10.1007/978-3-030-91885-9_38
  18. Inês P. Sena; Florbela P. Fernandes; Maria F. Pacheco; Abel A. C. Pires; Jaime P. Maia; Ana I. Pereira. "Occupational Behaviour Study in the Retail Sector". 2021.
    10.1007/978-3-030-91885-9_45
  19. Beatriz Flamia Azevedo; Yahia Amoura; Gauhar Kantayeva; Maria F. Pacheco; Ana I. Pereira; Florbela P. Fernandes. "Collaborative Learning Platform Using Learning Optimized Algorithms". 2021.
    10.1007/978-3-030-91885-9_52
  20. Leonardo Araújo; Maria F. Pacheco; José Rufino; Florbela P. Fernandes. "Towards a High-Performance Implementation of the MCSFilter Optimization Algorithm". 2021.
    10.1007/978-3-030-91885-9_2
  21. Amador, Andreia; Fernandes, Florbela P.; Santos, Lino O.; Romanenko, Andrey; Rocha, Ana Maria A. C.. "Parameter Estimation of the Kinetic a-Pinene Isomerization Model Using the MCSFilter Algorithm". In Computational Science and Its Applications – ICCSA 2018, 624-636. Springer International Publishing, 2018.
    Published • 10.1007/978-3-319-95165-2_44
  22. Alves, Filipe; Pereira, Ana I.; Fernandes, Florbela P.; Fernandes, Adília; Leitão, Paulo; Martins, Anabela. "Optimal Schedule of Home Care Visits for a Health Care Center". In Computational Science and Its Applications – ICCSA 2017, 135-147. Springer International Publishing, 2017.
    Published • 10.1007/978-3-319-62398-6_10
  23. Fernandes, Florbela P.; Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Fernandes, Edite M. G. P.. "Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems". In Computational Science and Its Applications – ICCSA 2016, 345-358. Springer International Publishing, 2016.
    Published • 10.1007/978-3-319-42085-1_27
  24. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems". In Computational Science and Its Applications – ICCSA 2014, 140-153. Springer International Publishing, 2014.
    Published • 10.1007/978-3-319-09129-7_11
  25. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "Multilocal Programming: A Derivative-Free Filter Multistart Algorithm". In Computational Science and Its Applications – ICCSA 2013, 333-346. Springer Berlin Heidelberg, 2013.
    Published • 10.1007/978-3-642-39637-3_27
  26. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "A Derivative-Free Filter Driven Multistart Technique for Global Optimization". In Computational Science and Its Applications – ICCSA 2012, 103-118. Springer Berlin Heidelberg, 2012.
    Published • 10.1007/978-3-642-31137-6_8
Conference paper
  1. Brito, Thadeu; Beatriz Flamia Azevedo; Mendes, João; Matheus Zorawski; Fernandes, Florbela P.; Pereira, Ana I.; Lima, José. Corresponding author: Brito, Thadeu. "A Forest Fire Monitoring System Based on IoT Technology". Paper presented in French German and Portuguese Conference of Optimization, Porto, 2022.
    Published
  2. Luis, Monteiro; Rufino, José; Romanenko, Andrey; Fernandes, Florbela P.; Monteiro, Luís. "MCSFilter performance: a comparison study". 2022.
  3. Azevedo, Beatriz Flamia; Rocha, Ana Maria A.C.; Fernandes, Florbela P.; Pacheco, Maria F.; Pereira, Ana I.; Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; et al. "Evaluating student behaviour on the mathE platform - clustering algorithms approaches". 2022.
    10.1007/978-3-031-24866-5_24
  4. Monteiro, Luis; Rufino, José; Romanenko, Andrey; Fernandes, Florbela P.. "An improved multi-threaded implementation of the MCSFilter optimization algorithm". 2022.
  5. Martins, Danilo M.D.; Silva, Felipe G.; Sena, Inês; Lima, Laíres A.; Fernandes, Florbela P.; Pacheco, Maria F.; Vaz, Clara B.; Lima, José; Pereira, Ana I.. "Dynamic extraction of holiday data for use in a predictive model for workplace accidents". 2022.
  6. Araújo, Leonardo; Pacheco, Maria F.; Rufino, José; Fernandes, Florbela P.. "A multi-threaded parallel implementation of the MCSFilter optimization algorithm". Paper presented in ICNAAM 2021, 2021.
    Published • 10.1063/5.0162253
  7. Sena, Inês; Mendes, João; Fernandes, Florbela P.; Pacheco, Maria F.; Vaz, Clara; Pires, Abel A. C.; Maia, Jaime P.; Pereira, Ana I.. "Clustering analysis – A case study". 2021.
    10.1063/5.0162221
  8. Pontes, J.; Geraldes, C.A.S.; Fernandes, F.P.; Sakurada, L.; Rasmussen, A.L.; Christiansen, L.; Hafner-Zimmermann, S.; Delaney, K.; Leitao, P.. "Relationship between Trends, Job Profiles, Skills and Training Programs in the Factory of the Future". 2021.
    10.1109/ICIT46573.2021.9453584
  9. Geraldes, C.A.S.; Fernandes, F.P.; Sakurada, L.; Rasmussen, A.L.; Bennyson, R.; Pellegri, U.; Leitao, P.. "Co-Design Process for Upskilling the Workforce in the Factories of the Future". 2021.
    10.1109/IECON48115.2021.9589528
  10. Leitao, P.; Geraldes, C.A.S.; Fernandes, F.P.; Badikyan, H.. "Analysis of the Workforce Skills for the Factories of the Future". 2020.
    10.1109/ICPS48405.2020.9274757
  11. Pereira, Ana I.; Fernandes, Florbela P.; Pacheco, Maria F.; Barros, Paula Maria; Cordeiro, Edite; Silva, Flora; Geraldes, Carla A.S.; et al. "Developing tools for the e-learning platform mathE". 2020.
  12. Fernandes, Natércia C.P.; Fernandes, Florbela P.; Romanenko, Andrey; Andrey Romanenko; Fernandes, Florbela P.; Natércia Cristina Pires Fernandes. "Application of mixed integer nonlinear programming for system identification". Paper presented in ICNAAM 2019, 2020.
    Published • 10.1063/5.0026410
  13. Baniya, Amulya; Fernandes, Rui; Fernandes, Florbela P.; Fernandes, Florbela P.; Baniya, A.; Fernandes, R.; Fernandes, F.P.. "Experiments of a new generation points strategy in a multilocal method". 2020.
    Published • 10.5220/0009386304030410
  14. Pacheco, M.F.; Pereira, A.I.; Fernandes, F.. "MaThE - Improve mathematical skills in higher education". 2019.
    Published • 10.1145/3318396.3320116
  15. Romanenko, A.; Fernandes, F.P.; Fernandes, N.C.P.. "PID controllers tuning with MCSFilter". 2019.
    Published • 10.1063/1.5114221
  16. Pereira, Ana I.; Fernandes, Florbela P.; Pacheco, Maria F.; Martellini, Lorenzo; Negri, Emanuela; Walsh, Marie; Drasuté, Vida; Colibaba, Anca; Roman, Marcel. "MathE: a different approach to learn". 2019.
  17. Alves, Filipe; Fernandes, Florbela P.; Pereira, Ana I.; Fernandes, Adília. "Optimal procedures for home visits — A case study". Paper presented in International conference on Numerical Analysis and Applied Mathematics, 2016.
    Published • 10.1063/1.4992424
  18. Seiça, João C.; Romanenko, Andrey; Fernandes, Florbela P.; Santos, Lino O.; Fernandes, Natércia C. P.; Seiça, J.C.; Fernandes, Natércia C.P.. "Parameter estimation of a pulp digester model with derivative-free optimization strategies". 2016.
    Published • 10.1063/1.4992428
  19. Amador, Andreia; Fernandes, Florbela P.; Santos, Lino O.; Romanenko, Andrey. "Application of MCSFilter to estimate stiction control valve parameters". Paper presented in ICNAAM 2016, 2016.
    Published • 10.1063/1.4992427
  20. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "Interrupted searches in the BBMCSFilter context for MINLP problems". 2015.
    10.1063/1.4952099
  21. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.; Rocha, Ana Maria A. C.. "Multistart Hooke and Jeeves filter method for mixed variable optimization". Paper presented in ICNAAM 2013, 2013.
    Published • 10.1063/1.4825566
  22. Fernandes, Florbela P.; Costa, M. Fernanda P. ; Fernandes, Edite M.G.P.. "Stopping rules effect on a derivative-free filter multistart algorithm for multilocal programming". Paper presented in International Conference on Applied and Computational Mathematics, 2012.
  23. Fernandes, Florbela P.; Costa, M. Fernanda P. ; Fernandes, Edite M.G.P.. "Assessment of a Hybrid Approach for Nonconvex Constrained MINLP Problems". Paper presented in 11th International Computational and Mathematical Methods in Science and Engineering, 2011.
  24. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "Numerical Experiments with Nonconvex MINLP Problems". 2010.
    10.1063/1.3498661
  25. Fernandes, Florbela P.; Costa, M. Fernanda P. ; Fernandes, Edite M. G. P.. "A Deterministic-Stochastic Method for Nonconvex MINLP Problems". Paper presented in International Conference on Engineering Optimization, 2010.
  26. Fernandes, Florbela P.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.. "Overview on Mixed Integer Nonlinear Programming Problems". 2009.
    Published • 10.1063/1.3241342
Journal article
  1. Luan C. Klein; Arezki Abderrahim Chellal; Vinicius Grilo; João Braun; José Gonçalves; Maria F. Pacheco; Florbela P. Fernandes; Fernando C. Monteiro; José Lima. "Angle Assessment for Upper Limb Rehabilitation: A Novel Light Detection and Ranging (LiDAR)-Based Approach". Sensors (2024): https://doi.org/10.3390/s24020530.
    10.3390/s24020530
  2. Azevedo, B.F.; Pacheco, M.F.; Fernandes, F.P.; Pereira, A.I.. "Dataset of mathematics learning and assessment of higher education students using the MathE platform". Data in Brief 53 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85186573433&partnerID=MN8TOARS.
    10.1016/j.dib.2024.110236
  3. Thadeu Brito; Beatriz Flamia Azevedo; João Mendes; Matheus Zorawski; Florbela P. Fernandes; Ana I. Pereira; José Rufino; José Lima; Paulo Costa. "Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System". Sensors (2023): https://doi.org/10.3390/s23031282.
    10.3390/s23031282
  4. Arezki Abderrahim Chellal; José Lima; José Gonçalves; Florbela P. Fernandes; Fátima Pacheco; Fernando Monteiro; Thadeu Brito; Salviano Soares. "Robot-Assisted Rehabilitation Architecture Supported by a Distributed Data Acquisition System". Sensors (2022): https://doi.org/10.3390/s22239532.
    10.3390/s22239532
  5. Azevedo, B.F.; Pereira, A.I.; Fernandes, F.P.; Pacheco, M.F.. "Mathematics learning and assessment using MathE platform: A case study". Education and Information Technologies (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85111684873&partnerID=MN8TOARS.
    10.1007/s10639-021-10669-y
  6. Costa, M. Fernanda P.; Fernandes, Florbela P.; Fernandes, Edite M.G.P.; Rocha, Ana Maria A.C.. "Multiple solutions of mixed variable optimization by multistart Hooke and Jeeves filter method". Applied Mathematical Sciences 8 (2014): 2163-2179. http://dx.doi.org/10.12988/ams.2014.4143.
    Published • 10.12988/ams.2014.4143
Online resource
  1. Azevedo; Beatriz F. (81E-855C-E62C); Fernandes, Florbela P.; de Fatima Pacheco, Maria; Ana I. Pereira. Dataset for Assessing Mathematics Learning in Higher Education. 2024. https://doi.org/10.34620/dadosipb/PW3OWY.
  2. Fernandes, Florbela P.; Ana Isabel Pereira; Maria de Fátima Pacheco. MathE - to improve mathematical skills in higher education. 2018. https://mathe.pixel-online.org.

Other

Other output
  1. ON CONCEPTUALISATION AND AN OVERVIEW OF LEARNING PATH RECOMMENDER SYSTEMS IN E-LEARNING. 2024. Fuster-López, A.; Cruz, J.M.; Guerrero-García, P.; Hendrix, E.M.T.; Košir, A.; Nowak, I.; Oneto, L.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85198242939&partnerID=MN8TOARS.
    10.48550/arXiv.2406.10245
  2. Preface to 2nd International Conference on Optimization, Learning Algorithms and Applications (OL2A). This CCIS volume 1754 contains the refereed proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications (OL2A 2022), a hybrid event held during October 24–25, 2022. OL2A 2022 provided a space for the research community on optimization and learning to get together and share the latest developments, trends, and techniques, as well as to develop new paths. 2022. Pereira, Ana I.; Andrej, Košir; Fernandes, Florbela P.; Pacheco, Maria F.; Teixeira, João Paulo; Lopes, Rui Pedro. http://hdl.handle.net/10198/29267.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2020/10/01 Analysis of New Job Profiles for The Factory of the Future. SOHOMA 2020
2020/06/11 Analysis of the Workforce Skills for the Factories of the Future ICPS 2020
(Finland)
2020 Experiments of a New Generation Points Strategy in a Multilocal Method ICORES 2020 - special session ND2A
(Malta)
2018 PID Controller tuning using global optimization ENSPM 2018
(Portugal)
2016 Parameter estimation of a pulp digester model with derivative-free optimization strategies ICNAAM 2016
2016 Application of MCSFilter to estimate stiction control valve parameters ICNAAM 2016
(Greece)
2015 Interrupted searches in the BBMCSFilter context for MINLP problems ICNAAM 2015
(Greece)
2014 Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems ICCSA 2014
(Portugal)
2013 Multistart Hooke and Jeeves filter method for mixed variable optimization ICNAAM 2013
(Greece)
2013 Multilocal Programming: A Derivative-Free Filter Multistart Algorithm ICCSA 2013
(Vietnam)
2012 A Derivative-Free Filter Driven Multistart Technique for Global Optimization ICCSA 2012
(Brazil)
2012 Stopping rules effect on a derivative-free filter multistart algorithm for multilocal programming ICACM 2012
(Turkey)
2012 Multistart coupled with a derivative-free fillter local search for locating multiple solutions EURO 2012
(Lithuania)
2012 Reduction method with multistart technique for semi-infinite programming problems EURO 2012
(Lithuania)
2011 Assessment of a hybrid approach for nonconvex constrained MINLP problems ICMMSE 2011
(Spain)
2010 Numerical Experiments with Nonconvex MINLP Problems ICNAAM 2010
(Greece)
2010 A Deterministic-Stochastic Method for Non-convex MINLP Problems ENGOPT 2010
(Portugal)
2009 Overview on Mixed Integer Nonlinear Programming Problems ICNAAM 2009
(Greece)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2016 - 2016 Estimativa de Parâmetros Através do Método de Otimização MCSFilter
Supervisor
 Engenharia Química (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2015 - 2016 Estudo sobre os Procedimentos Ótimos de Visitas Domiciliárias em Unidades de Saúde
Supervisor
 Tecnologia Biomédica (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2016 Estimativa de Parâmetros Através do Método de Otimização MCSFilter
Supervisor
 Engenharia Química (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2021/01/07 - Current Symposium of Applied Science for Young Researchers (2021, 2022, 2023; 2024 on going) (2021/07/07 - 2024/07/07)
Symposium (Member of the Organising Committee)
 Centro de Investigação em Digitalização e Robótica Inteligente – Instituto Politécnico de Bragança, Portugal

Instituto Politécnico de Viana do Castelo, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal
2021 - Current Special Session organiser.: TiEE - Trends in Engineering Education (2021/09 - 2021/09)
Workshop (Co-organisor)
 Centro de Investigação em Digitalização e Robótica Inteligente – Instituto Politécnico de Bragança, Portugal
2020/12/15 - Current Symposium of MSO4DS - Modeling, simulation and optimization for decision support /ICNAAM 2021 (2021/09/20 - 2021/09/26)
Symposium
2021/01/19 - 2024/07/21 The International Conference on Optimization, Learning Algorithms and Applications (2021, 2022, 2023); 2024 on going (2021/07/19 - 2025/07/21)
Conference (Member of the Organising Committee)
 Instituto Politécnico de Bragança - Research Centre in Digitalization and Intelligent Robotics,, Portugal
2023/09 - 2023/09 Special session organiser: LEE - Learning Algorithms in Engineering Education (2023/09 - 2023/09)
Workshop (Co-organisor)
 Centro de Investigação em Digitalização e Robótica Inteligente – Instituto Politécnico de Bragança, Portugal
2022/10 - 2022/10 Special session: TiEE - Trends in Engineering Education (2022/10 - 2022/10)
Workshop (Co-organisor)
 Centro de Investigação em Digitalização e Robótica Inteligente – Instituto Politécnico de Bragança, Portugal
2020/06/30 - 2020/06/30 Workshop Luso-Brasileiro Online -- Estratégias Inclusivas em Matemática Workshop que visa debater estratégias de ensino para alunos com dificuldade na aprendizagem da Matemática (2020/05/30 - 2020/05/30)
Workshop (Co-organisor)
 Instituto Politécnico de Bragança, Portugal
2018/07/09 - 2018/07/11 Local committee of ENSPM18 (2018 - 2018)
Conference (Member of the Organising Committee)
 Instituto Politécnico de Bragança, Portugal
2018 - 2018 Sessão Especial "Otimização Numérica e suas Aplicações" - ENSPM18 (2018 - 2018)
Symposium (Co-organisor)
 Instituto Politécnico de Bragança, Portugal
2013/06/03 - 2013/06/05 Local Committee of IO 2013 (2013 - 2013)
Conference (Member of the Organising Committee)
 Instituto Politécnico de Bragança, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2020 Study of genetic algorithm for optimization problems
(Thesis) Main arguer
 Beatriz Cristina Flamia de Azevedo (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2017 Escalonamento de Veículos para Realizar Visitas ao Domicílio em Unidades de Saúde
(Thesis) Main arguer
 Marina Matos (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2016 Exploração de Escalonamentos Ótimos na Gestão de Exames Médicos
(Thesis) Main arguer
 Sara Gabriella Afonso Santos (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2015 Modelação Matemática para Avaliar o Risco de Fratura Associada à Osteoporose
(Thesis) Main arguer
 Diana da Conceição de Azevedo Monteiro (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2015 Desenvolvimento de um Algoritmo Híbrido para o Escalonamento de Exames numa Clínica
(Thesis) Main arguer
 Auro Isandro Silva Alves Dos Santos (Master)
Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal

Association member

Society Organization name Role
2018 - Current PT-MATHS-IN - Rede Portuguesa de Matemática para a Indústria e Inovação Member
1998 - Current Sociedade Portuguesa de Matemática Member

Committee member

Activity description
Role 		Institution / Organization
2017 - Current Scientific Committee of ICCSA
Member
2020 - 2020 Program Committee of Special Session ND2A - ICORES 2020
Member

Conference scientific committee

Conference name Conference host
2022/03/01 - Current SASYR
2021/05/01 - Current OL2A (2021, 2022, 2023 e 2024- on going)
2016 - Current ICCSA
2013 - 2018 ICNAAM
2013 - 2013 ICIT 2013
2013 - 2013 IECON 13

Journal scientific committee

Journal title (ISSN) Publisher
2018 - 2020/10/25 ISA Transactions (0019-0578) Elsevier
2016/08/05 - 2017 International Journal of Management Science and Engineering Management (1750-9661) Informa UK (Taylor & Francis)
2015/09/01 - 2015/10/22 Micro and Nanosystems (1876-4029) Bentham Science
Distinctions

Other distinction

2012 Best Paper Award